Slideshow.slides.html


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}
.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 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 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 {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  display: none;
}
.command-shortcut:before {
  content: "(command)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

    </style>
<style type="text/css">
    div#notebook {
 font-family: sans-serif;
 font-size: 13pt;
 line-height: 170%;
 color: #303030;
 -webkit-font-smoothing: antialiased !important;
}
body,
div.body {
 font-family: sans-serif;
 font-size: 13pt;
 color: #303030;
 background-color: #ffffff;
 background: #ffffff;
 -webkit-font-smoothing: antialiased !important;
}
body.notebook_app {
 padding: 0;
 background-color: #ffffff;
 background: #ffffff;
 padding-right: 0px !important;
 overflow-y: hidden;
}
a {
 font-family: sans-serif;
 color: #303030;
 -webkit-font-smoothing: antialiased !important;
}
a:hover,
a:focus {
 color: #2f2f2f;
 -webkit-font-smoothing: antialiased !important;
}
.list_header,
div#notebook_list_header.row.list_header {
 font-size: 14pt;
 color: #2f2f2f;
 background-color: transparent;
 height: 35px;
}
i.fa.fa-folder {
 display: inline-block;
 font: normal normal normal 14px "FontAwesome";
 font-family: "FontAwesome" !important;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 font-size: 18px;
 -moz-osx-font-smoothing: grayscale;
}
#running .panel-group .panel .panel-heading {
 font-size: 14pt;
 color: #303030;
 padding: 8px 8px;
 background: #e4e4e4;
 background-color: #e4e4e4;
}
#running .panel-group .panel .panel-heading a {
 font-size: 14pt;
 color: #303030;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
 font-size: 14pt;
 color: #303030;
}
#running .panel-group .panel .panel-body .list_container .list_item {
 background: #f4f4f4;
 background-color: #f4f4f4;
 padding: 2px;
 border-bottom: 2px solid #dedede;
}
#running .panel-group .panel .panel-body .list_container .list_item:hover {
 background: #f4f4f4;
 background-color: #f4f4f4;
}
#running .panel-group .panel .panel-body {
 padding: 2px;
}
button#refresh_running_list {
 border: none !important;
}
button#refresh_cluster_list {
 border: none !important;
}
div.running_list_info.toolbar_info {
 font-size: 15px;
 padding: 4px 0 4px 0;
 margin-top: 5px;
 margin-bottom: 8px;
 height: 24px;
 line-height: 24px;
 text-shadow: none;
}
.list_placeholder {
 font-weight: normal;
}
#tree-selector {
 padding: 0px;
 border-color: transparent;
}
#project_name > ul > li > a > i.fa.fa-home {
 color: #ff7823;
 font-size: 17pt;
 display: inline-block;
 position: static;
 padding: 0px 0px;
 font-weight: normal;
 text-align: center;
 vertical-align: text-top;
}
.fa-folder:before {
 color: #126dce;
}
.fa-arrow-up:before {
 font-size: 14px;
}
.fa-arrow-down:before {
 font-size: 14px;
}
span#last-modified.btn.btn-xs.btn-default.sort-action:hover .fa,
span#sort-name.btn.btn-xs.btn-default.sort-action:hover .fa {
 color: #ef5c00;
}
.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: "\f07b";
 color: #126dce;
}
.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;
 color: #009e07 !important;
 top: 0px;
}
.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: "\f15b";
 position: relative;
 top: 0px;
 color: #6a737d !important;
}
#project_name a {
 display: inline-flex;
 padding-left: 7px;
 margin-left: -2px;
 text-align: -webkit-auto;
 vertical-align: baseline;
 font-size: 18px;
}
div#notebook_toolbar div.dynamic-instructions {
 font-family: sans-serif;
 font-size: 17px;
 color: #828892;
}
span#login_widget > .button,
#logout {
 font-family: "Proxima Nova", sans-serif;
 color: #303030;
 background: transparent;
 background-color: transparent;
 border: 2px solid #e5e5e5;
 font-weight: normal;
 box-shadow: none;
 text-shadow: none;
 border-radius: 3px;
 margin-right: 10px;
 padding: 2px 7px;
}
span#login_widget > .button:hover,
#logout:hover {
 color: #ef5c00;
 background-color: transparent;
 background: transparent;
 border: 2px solid #ef5c00;
 background-image: none;
 box-shadow: none !important;
 border-radius: 3px;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus,
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: #1c1c1c;
 background-color: #303030;
 background: #303030;
 border-color: #303030;
 background-image: none;
 box-shadow: none !important;
 border-radius: 2px;
}
body > #header #header-container {
 padding-bottom: 0px;
 padding-top: 4px;
 box-sizing: border-box;
 -moz-box-sizing: border-box;
 -webkit-box-sizing: border-box;
}
body > #header {
 background: #ffffff;
 background-color: #ffffff;
 position: relative;
 z-index: 100;
}
.list_container {
 font-size: 13pt;
 color: #303030;
 border: none;
 text-shadow: none !important;
}
.list_container > div {
 border-bottom: 1px solid rgba(180,180,180,.14);
 font-size: 13pt;
}
.list_header > div,
.list_item > div {
 padding-top: 6px;
 padding-bottom: 2px;
 padding-left: 0px;
}
.list_header > div .item_link,
.list_item > div .item_link {
 margin-left: -1px;
 vertical-align: middle;
 line-height: 22px;
 font-size: 13pt;
}
.item_icon {
 color: #126dce;
 font-size: 13pt;
 vertical-align: middle;
}
.list_item input:not([type="checkbox"]) {
 padding-right: 0px;
 height: 1.75em;
 width: 25%;
 margin: 0px 0 0;
 margin-top: 0px;
}
.list_header > div .item_link,
.list_item > div .item_link {
 margin-left: -1px;
 vertical-align: middle;
 line-height: 1.5em;
 font-size: 12pt;
 display: inline-table;
 position: static;
}
#button-select-all {
 height: 34px;
 min-width: 55px;
 z-index: 0;
 border: none !important;
 padding-top: 0px;
 padding-bottom: 0px;
 margin-bottom: 0px;
 margin-top: 0px;
 left: -3px;
 border-radius: 0px !important;
}
#button-select-all:focus,
#button-select-all:active:focus,
#button-select-all.active:focus,
#button-select-all.focus,
#button-select-all:active.focus,
#button-select-all.active.focus {
 background-color: #e5e5e5 !important;
 background: #e5e5e5 !important;
}
button#tree-selector-btn {
 height: 34px;
 font-size: 12.0pt;
 border: none;
 left: 0px;
 border-radius: 0px !important;
}
input#select-all.pull-left.tree-selector {
 margin-left: 7px;
 margin-right: 2px;
 margin-top: 2px;
 top: 4px;
}
input[type="radio"],
input[type="checkbox"] {
 margin-top: 1px;
 line-height: normal;
}
.delete-button {
 border: none !important;
}
i.fa.fa-trash {
 font-size: 13.5pt;
}
.list_container a {
 font-size: 16px;
 color: #303030;
 border: none;
 text-shadow: none !important;
 font-weight: normal;
 font-style: normal;
}
div.list_container a:hover {
 color: #2f2f2f;
}
.list_header > div input,
.list_item > div input {
 margin-right: 7px;
 margin-left: 12px;
 vertical-align: baseline;
 line-height: 22px;
 position: relative;
 top: -1px;
}
div.list_item:hover {
 background-color: #fafafa;
}
.breadcrumb > li {
 font-size: 12.0pt;
 color: #303030;
 border: none;
 text-shadow: none !important;
}
.breadcrumb > li + li:before {
 content: "/\00a0";
 padding: 0px;
 color: #303030;
 font-size: 18px;
}
#project_name > .breadcrumb {
 padding: 0px;
 margin-bottom: 0px;
 background-color: transparent;
 font-weight: normal;
 margin-top: -2px;
}
ul#tabs a {
 font-family: sans-serif;
 font-size: 13.5pt;
 font-weight: normal;
 font-style: normal;
 text-shadow: none !important;
}
.nav-tabs {
 font-family: sans-serif;
 font-size: 13.5pt;
 font-weight: normal;
 font-style: normal;
 background-color: transparent;
 border-color: transparent;
 text-shadow: none !important;
 border: 2px solid transparent;
}
.nav-tabs > li > a:active,
.nav-tabs > li > a:focus,
.nav-tabs > li > a:hover,
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:focus,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
 color: #ef5c00;
 background-color: transparent;
 border-color: transparent;
 border-bottom: 2px solid transparent;
}
.nav > li.disabled > a,
.nav > li.disabled > a:hover {
 color: #828892;
}
.nav-tabs > li > a:before {
 content: "";
 position: absolute;
 width: 100%;
 height: 2px;
 bottom: -2px;
 left: 0;
 background-color: #ef5c00;
 visibility: hidden;
 -webkit-transform: perspective(0)scaleX(0);
 transform: perspective(0)scaleX(0);
 -webkit-transition: ease 220ms;
 transition: ease 220ms;
 -webkit-font-smoothing: antialiased !important;
}
.nav-tabs > li > a:hover:before {
 visibility: visible;
 -webkit-transform: perspective(1)scaleX(1);
 transform: perspective(1)scaleX(1);
}
.nav-tabs > li.active > a:before {
 content: "";
 position: absolute;
 width: 100%;
 height: 2px;
 bottom: -2px;
 left: 0;
 background-color: #ef5c00;
 visibility: visible;
 -webkit-transform: perspective(1)scaleX(1);
 transform: perspective(1)scaleX(1);
 -webkit-font-smoothing: subpixel-antialiased !important;
}
div#notebook {
 font-family: sans-serif;
 font-size: 13pt;
 padding-top: 4px;
}
.notebook_app {
 background-color: #ffffff;
}
#notebook-container {
 padding: 13px 2px;
 background-color: #ffffff;
 min-height: 0px;
 box-shadow: none;
 width: 980px;
 margin-right: auto;
 margin-left: auto;
}
div#ipython-main-app.container {
 width: 980px;
 margin-right: auto;
 margin-left: auto;
 margin-right: auto;
 margin-left: auto;
}
.container {
 width: 980px;
 margin-right: auto;
 margin-left: auto;
}
div#menubar-container {
 width: 100%;
 width: 980px;
}
div#header-container {
 width: 980px;
}
.notebook_app #header,
.edit_app #header {
 box-shadow: none !important;
 background-color: #ffffff;
 border-bottom: 2px solid rgba(180,180,180,.14);
}
#header,
.edit_app #header {
 font-family: sans-serif;
 font-size: 13pt;
 box-shadow: none;
 background-color: #ffffff;
}
#header .header-bar,
.edit_app #header .header-bar {
 background: #ffffff;
 background-color: #ffffff;
}
body > #header .header-bar {
 width: 100%;
 background: #ffffff;
}
span.checkpoint_status,
span.autosave_status {
 font-size: small;
 display: none;
}
#menubar,
div#menubar {
 background-color: #ffffff;
 padding-top: 0px !important;
}
#menubar .navbar,
.navbar-default {
 background-color: #ffffff;
 margin-bottom: 0px;
 margin-top: 0px;
}
.navbar {
 border: none;
}
div.navbar-text,
.navbar-text,
.navbar-text.indicator_area,
p.navbar-text.indicator_area {
 margin-top: 8px !important;
 margin-bottom: 0px;
 color: #ff7823;
}
.navbar-default {
 font-family: sans-serif;
 font-size: 13pt;
 background-color: #ffffff;
 border-color: #d4d4d4;
 line-height: 1.5em;
 padding-bottom: 0px;
}
.navbar-default .navbar-nav > li > a {
 font-family: sans-serif;
 font-size: 13pt;
 color: #303030;
 display: block;
 line-height: 1.5em;
 padding-top: 14px;
 padding-bottom: 11px;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
 color: #2f2f2f !important;
 background-color: rgba(180,180,180,.14) !important;
 border-color: #d4d4d4 !important;
 line-height: 1.5em;
 transition: 80ms ease;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
 color: #1c1c1c;
 background-color: #dedede;
 border-color: #dedede;
 line-height: 1.5em;
}
.navbar-nav > li > .dropdown-menu {
 margin-top: 0px;
}
.navbar-nav {
 margin: 0;
}
div.notification_widget.info,
.notification_widget.info,
.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,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:hover,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:focus {
 color: #303030 !important;
 background-color: transparent !important;
 border-color: transparent !important;
 padding-bottom: 0px !important;
 margin-bottom: 0px !important;
 font-size: 9pt !important;
 z-index: 0;
}
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn {
 font-size: 9pt !important;
 z-index: 0;
}
.notification_widget {
 color: #126dce;
 z-index: -500;
 font-size: 9pt;
 background: transparent;
 background-color: transparent;
 margin-right: 3px;
 border: none;
}
.notification_widget,
div.notification_widget {
 margin-right: 0px;
 margin-left: 0px;
 padding-right: 0px;
 vertical-align: text-top !important;
 margin-top: 6px !important;
 background: transparent !important;
 background-color: transparent !important;
 font-size: 9pt !important;
 border: none;
}
.navbar-btn.btn-xs:hover {
 border: none !important;
 background: transparent !important;
 background-color: transparent !important;
 color: #303030 !important;
}
div.notification_widget.info,
.notification_widget.info {
 display: none !important;
}
.edit_mode .modal_indicator:before {
 display: none;
}
.command_mode .modal_indicator:before {
 display: none;
}
.item_icon {
 color: #126dce;
}
.item_buttons .kernel-name {
 font-size: 13pt;
 color: #126dce;
}
.running_notebook_icon:before {
 color: #009e07 !important;
 font: normal normal normal 15px/1 FontAwesome;
 font-size: 15px;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 -moz-osx-font-smoothing: grayscale;
 content: "\f10c";
 vertical-align: middle;
 position: static;
 display: inherit;
}
.item_buttons .running-indicator {
 padding-top: 4px;
 color: #009e07;
 font-family: sans-serif;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
}
#notification_trusted {
 font-family: sans-serif;
 font-size: 17px !important;
 border: none;
 background: transparent;
 background-color: transparent;
 margin-bottom: 0px !important;
 vertical-align: bottom !important;
 color: #828892 !important;
 cursor: default !important;
}
#notification_area,
div.notification_area {
 float: right !important;
 position: static;
 cursor: pointer;
 padding-top: 7px;
 padding-right: 4px;
}
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn {
 font-size: 9pt !important;
 z-index: 0;
 margin-top: -5px !important;
}
#modal_indicator {
 float: right !important;
 color: #4c8be2;
 background: #ffffff;
 background-color: #ffffff;
 margin-top: 8px !important;
 margin-left: 0px;
}
#kernel_indicator {
 float: right !important;
 color: #ff7823;
 background: #ffffff;
 background-color: #ffffff;
 border-left: 2px solid #ff7823;
 padding-top: 0px;
 padding-bottom: 4px;
 margin-top: 8px !important;
 margin-left: -2px;
 padding-left: 5px !important;
}
#kernel_indicator .kernel_indicator_name {
 font-size: 17px;
 color: #ff7823;
 background: #ffffff;
 background-color: #ffffff;
 padding-left: 5px;
 padding-right: 5px;
 margin-top: 4px;
 vertical-align: text-top;
 padding-bottom: 0px;
}
.kernel_idle_icon:before {
 display: inline-block;
 font: normal normal normal 22px/1 FontAwesome;
 font-size: 22px;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 cursor: pointer;
 margin-left: 0px !important;
 opacity: 0.7;
 vertical-align: bottom;
 margin-top: 1px;
 content: "\f1db";
}
.kernel_busy_icon:before {
 display: inline-block;
 font: normal normal normal 22px/1 FontAwesome;
 font-size: 22px;
 -webkit-animation: pulsate 2s infinite ease-out;
 animation: pulsate 2s infinite ease-out;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 cursor: pointer;
 margin-left: 0px !important;
 vertical-align: bottom;
 margin-top: 1px;
 content: "\f111";
}
@-webkit-keyframes pulsate {
 0% {
  -webkit-transform: scale(1.0,1.0);
  opacity: 0.8;
 }
 8% {
  -webkit-transform: scale(1.0,1.0);
  opacity: 0.8;
 }
 50% {
  -webkit-transform: scale(0.75,0.75);
  opacity: 0.3;
 }
 92% {
  -webkit-transform: scale(1.0,1.0);
  opacity: 0.8;
 }
 100% {
  -webkit-transform: scale(1.0,1.0);
  opacity: 0.8;
 }
}
div.notification_widget.info,
.notification_widget.info,
.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,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:hover,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:focus {
 color: #303030;
 background-color: #ffffff;
 border-color: #ffffff;
}
#notification_area,
div.notification_area {
 float: right !important;
 position: static;
}
.notification_widget,
div.notification_widget {
 margin-right: 0px;
 margin-left: 0px;
 padding-right: 0px;
 vertical-align: text-top !important;
 margin-top: 6px !important;
 z-index: 1000;
}
#kernel_logo_widget,
#kernel_logo_widget .current_kernel_logo {
 display: none;
}
div#ipython_notebook {
 display: none;
}
i.fa.fa-icon {
 -webkit-font-smoothing: antialiased;
 -moz-osx-font-smoothing: grayscale;
 text-rendering: auto;
}
.fa {
 display: inline-block;
 font: normal normal normal 10pt/1 "FontAwesome", sans-serif;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 -moz-osx-font-smoothing: grayscale;
}
.dropdown-menu {
 font-family: sans-serif;
 font-size: 13pt;
 box-shadow: none;
 padding: 0px;
 text-align: left;
 border: none;
 background-color: #dedede;
 background: #dedede;
 line-height: 1;
}
.dropdown-menu:hover {
 font-family: sans-serif;
 font-size: 13pt;
 box-shadow: none;
 padding: 0px;
 text-align: left;
 border: none;
 background-color: #dedede;
 box-shadow: none;
 line-height: 1;
}
.dropdown-menu > li > a {
 font-family: sans-serif;
 font-size: 12.0pt;
 display: block;
 padding: 10px 20px 9px 10px;
 color: #303030;
 background-color: #dedede;
 background: #dedede;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
 color: #2f2f2f;
 background-color: #d4d4d4;
 background: #d4d4d4;
 border-color: #d4d4d4;
 transition: 200ms ease;
}
.dropdown-menu .divider {
 height: 1px;
 margin: 0px 0px;
 overflow: hidden;
 background-color: rgba(180,180,180,.30);
}
.dropdown-submenu > .dropdown-menu {
 display: none;
 top: 2px !important;
 left: 100%;
 margin-top: -2px;
 margin-left: 0px;
 padding-top: 0px;
 transition: 200ms ease;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
 font-family: sans-serif;
 font-size: 12.0pt;
 font-weight: normal;
 color: #828892;
 padding: none;
 display: block;
 clear: both;
 white-space: nowrap;
}
.dropdown-submenu > a:after {
 color: #303030;
 margin-right: -16px;
 margin-top: 0px;
 display: inline-block;
}
.dropdown-submenu:hover > a:after,
.dropdown-submenu:active > a:after,
.dropdown-submenu:focus > a:after,
.dropdown-submenu:visited > a:after {
 color: #ff7823;
 margin-right: -16px;
 display: inline-block !important;
}
div.kse-dropdown > .dropdown-menu,
.kse-dropdown > .dropdown-menu {
 min-width: 0;
 top: 94%;
}
.btn,
.btn-default {
 font-family: sans-serif;
 color: #303030;
 background: #e5e5e5;
 background-color: #e5e5e5;
 border: 2px solid #e5e5e5;
 font-weight: normal;
 box-shadow: none;
 text-shadow: none;
 border-radius: 3px;
 font-size: initial;
}
.btn:hover,
.btn:active:hover,
.btn.active:hover,
.btn-default:hover,
.open > .dropdown-toggle.btn-default:hover,
.open > .dropdown-toggle.btn:hover {
 color: #ef5c00;
 border: 2px solid #e0e0e0;
 background-color: #e0e0e0;
 background: #e0e0e0;
 background-image: none;
 box-shadow: none !important;
 border-radius: 3px;
}
.btn:active,
.btn.active,
.btn:active:focus,
.btn.active:focus,
.btn:active.focus,
.btn.active.focus,
.btn-default:focus,
.btn-default.focus,
.btn-default:active,
.btn-default.active,
.btn-default:active:hover,
.btn-default.active:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn:focus,
.open > .dropdown-toggle.btn.focus,
.open > .dropdown-toggle.btn-default:hover,
.open > .dropdown-toggle.btn-default:focus,
.open > .dropdown-toggle.btn-default.hover,
.open > .dropdown-toggle.btn-default.focus {
 color: #ef5c00;
 border: 2px solid #e0e0e0;
 background-color: #e0e0e0 !important;
 background: #e0e0e0 !important;
 background-image: none;
 box-shadow: none !important;
 border-radius: 3px;
}
.btn-default:active:hover,
.btn-default.active:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.btn-default:active.focus,
.btn-default.active.focus {
 color: #ef5c00 !important;
 background-color: #e5e5e5;
 border-color: #ffccac !important;
 transition: 2000ms ease;
}
.btn:focus,
.btn.focus,
.btn:active:focus,
.btn.active:focus,
.btn:active,
.btn.active,
.btn:active.focus,
.btn.active.focus {
 color: #ef5c00 !important;
 outline: none !important;
 outline-width: 0px !important;
 background: #ffccac !important;
 background-color: #ffccac !important;
 border-color: #ffccac !important;
 transition: 200ms ease !important;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
 font-size: 13pt;
 background: transparent;
 background-color: transparent;
 border: 0px solid #e4e4e4;
 border-bottom: 2px solid transparent;
 margin-left: 5px;
 padding-top: 4px !important;
}
.item_buttons > .btn:hover,
.item_buttons > .btn-group:hover,
.item_buttons > .input-group:hover,
.item_buttons > .btn.active,
.item_buttons > .btn-group.active,
.item_buttons > .input-group.active,
.item_buttons > .btn.focus {
 margin-left: 5px;
 background: #dfdfdf;
 padding-top: 4px !important;
 background-color: transparent;
 border: 0px solid transparent;
 border-bottom: 2px solid #ff7823;
 border-radius: 0px;
 transition: none;
}
.item_buttons {
 line-height: 1.5em !important;
}
.item_buttons .btn {
 min-width: 11ex;
}
.btn-group > .btn:first-child {
 margin-left: 3px;
}
.btn-group > .btn-mini,
.btn-sm,
.btn-group-sm > .btn,
.btn-xs,
.btn-group-xs > .btn,
.alternate_upload .btn-upload,
.btn-group,
.btn-group-vertical {
 font-size: inherit;
 font-weight: normal;
 height: inherit;
 line-height: inherit;
}
.btn-xs,
.btn-group-xs > .btn {
 font-size: initial !important;
 background-image: none;
 font-weight: normal;
 text-shadow: none;
 display: inline-table;
 padding: 2px 5px;
 line-height: 1.45;
}
.btn-group > .btn:first-child {
 margin-left: 3px;
}
div#new-buttons > button,
#new-buttons > button,
div#refresh_notebook_list,
#refresh_notebook_list {
 background: transparent;
 background-color: transparent;
 border: none;
}
div#new-buttons > button:hover,
#new-buttons > button:hover,
div#refresh_notebook_list,
#refresh_notebook_list,
div.alternate_upload .btn-upload,
.alternate_upload .btn-upload,
div.dynamic-buttons > button,
.dynamic-buttons > button,
.dynamic-buttons > button:focus,
.dynamic-buttons > button:active:focus,
.dynamic-buttons > button.active:focus,
.dynamic-buttons > button.focus,
.dynamic-buttons > button:active.focus,
.dynamic-buttons > button.active.focus,
#new-buttons > button:focus,
#new-buttons > button:active:focus,
#new-buttons > button.active:focus,
#new-buttons > button.focus,
#new-buttons > button:active.focus,
#new-buttons > button.active.focus,
.alternate_upload .btn-upload:focus,
.alternate_upload .btn-upload:active:focus,
.alternate_upload .btn-upload.active:focus,
.alternate_upload .btn-upload.focus,
.alternate_upload .btn-upload:active.focus,
.alternate_upload .btn-upload.active.focus {
 background: transparent !important;
 background-color: transparent !important;
 border: none !important;
}
.alternate_upload input.fileinput {
 text-align: center;
 vertical-align: bottom;
 margin-left: -.5ex;
 display: inline-table;
 border: solid 0px #e5e5e5;
 margin-bottom: -1ex;
}
.alternate_upload .btn-upload {
 display: inline-table;
 background: transparent;
 border: none;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
 margin-left: -2px;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
 border-bottom-right-radius: 0;
 border-top-right-radius: 0;
 z-index: 2;
}
.dropdown-header {
 font-family: sans-serif !important;
 font-size: 13pt !important;
 color: #ff7823 !important;
 border-bottom: none !important;
 padding: 0px !important;
 margin: 6px 6px 0px !important;
}
span#last-modified.btn.btn-xs.btn-default.sort-action,
span#sort-name.btn.btn-xs.btn-default.sort-action,
span#file-size.btn.btn-xs.btn-default.sort-action {
 font-family: sans-serif;
 font-size: 16px;
 background-color: transparent;
 background: transparent;
 border: none;
 color: #303030;
 padding-bottom: 0px;
 margin-bottom: 0px;
 vertical-align: sub;
}
span#last-modified.btn.btn-xs.btn-default.sort-action {
 margin-left: 19px;
}
button.close {
 border: 0px none;
 font-family: sans-serif;
 font-size: 20pt;
 font-weight: normal;
}
.dynamic-buttons {
 padding-top: 0px;
 display: inline-block;
}
.close {
 color: #de143d;
 opacity: .5;
 text-shadow: none;
 font-weight: normal;
}
.close:hover {
 color: #de143d;
 opacity: 1;
 font-weight: normal;
}
div.nbext-enable-btns .btn[disabled],
div.nbext-enable-btns .btn[disabled]:hover,
.btn-default.disabled,
.btn-default[disabled],
.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 {
 color: #4a4a4a;
 background: #e2e2e2;
 background-color: #e2e2e2;
 border-color: #e2e2e2;
 transition: 200ms ease;
}
.input-group-addon {
 padding: 2px 5px;
 font-size: 13pt;
 font-weight: normal;
 height: auto;
 color: #303030;
 text-align: center;
 background-color: transparent;
 border: 2px solid transparent !important;
 text-transform: capitalize;
}
a.btn.btn-default.input-group-addon:hover {
 background: transparent !important;
 background-color: transparent !important;
}
.btn-group > .btn + .dropdown-toggle {
 padding-left: 8px;
 padding-right: 8px;
 height: 100%;
}
.btn-group > .btn + .dropdown-toggle:hover {
 background: #e0e0e0 !important;
}
.input-group-btn {
 position: relative;
 font-size: inherit;
 white-space: nowrap;
 background: #e4e4e4;
 background-color: #e4e4e4;
 border: none;
}
.input-group-btn:hover {
 background: #dfdfdf;
 background-color: #dfdfdf;
 border: none;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
 background: #e4e4e4;
 background-color: #e4e4e4;
 border: none;
 margin-left: 2px;
 margin-right: -1px;
 font-size: inherit;
}
.input-group-btn:first-child > .btn:hover,
.input-group-btn:first-child > .btn-group:hover {
 background: #e0e0e0;
 background-color: #e0e0e0;
 border: none;
 font-size: inherit;
 transition: 200ms ease;
}
div.modal .btn-group > .btn:first-child {
 background: #e4e4e4;
 background-color: #e4e4e4;
 border: 1px solid #e1e1e1;
 margin-top: 0px !important;
 margin-left: 0px;
 margin-bottom: 2px;
}
div.modal .btn-group > .btn:first-child:hover {
 background: #dfdfdf;
 background-color: #dfdfdf;
 border: 1px solid #dfdfdf;
 transition: 200ms ease;
}
div.modal > button,
div.modal-footer > button {
 background: #e4e4e4;
 background-color: #e4e4e4;
 border-color: #e4e4e4;
}
div.modal > button:hover,
div.modal-footer > button:hover {
 background: #dfdfdf;
 background-color: #dfdfdf;
 border-color: #dfdfdf;
 transition: 200ms ease;
}
.modal-content {
 font-family: sans-serif;
 font-size: 12.0pt;
 position: relative;
 background: #e4e4e4;
 background-color: #e4e4e4;
 border: none;
 border-radius: 1px;
 background-clip: padding-box;
 outline: none;
}
.modal-header {
 font-family: sans-serif;
 font-size: 13pt;
 color: #303030;
 background: #e4e4e4;
 background-color: #e4e4e4;
 border-color: #dedede;
 padding: 12px;
 min-height: 16.4286px;
}
.modal-content h4 {
 font-family: sans-serif;
 font-size: 16pt;
 color: #303030;
 padding: 5px;
}
.modal-body {
 background-color: #ffffff;
 position: relative;
 padding: 15px;
}
.modal-footer {
 padding: 8px;
 text-align: right;
 background-color: #ffffff;
 border-top: none;
}
.alert-info {
 background-color: #fdfdfd;
 border-color: #dedede;
 color: #303030;
}
.modal-header .close {
 margin-top: -5px;
 font-size: 25pt;
}
.modal-backdrop,
.modal-backdrop.in {
 opacity: 0.85;
 background-color: notebook-bg;
}
div.panel,
div.panel-default,
.panel,
.panel-default {
 font-family: sans-serif;
 font-size: 13pt;
 background-color: #f4f4f4;
 color: #303030;
 margin-bottom: 14px;
 border: 0;
 box-shadow: none;
}
div.panel > .panel-heading,
div.panel-default > .panel-heading {
 font-size: 14pt;
 color: #303030;
 background: #e4e4e4;
 background-color: #e4e4e4;
 border: 0;
}
.modal .modal-dialog {
 min-width: 950px;
 margin: 50px auto;
}
div.container-fluid {
 margin-right: auto;
 margin-left: auto;
 padding-left: 0px;
 padding-right: 5px;
}
div.form-control,
.form-control {
 font-family: sans-serif;
 font-size: initial;
 color: #303030;
 background-color: #ffffff;
 border: 1px solid #d0d0d0 !important;
 margin-left: 2px;
 box-shadow: none;
 transition: border-color 0.15s ease-in-out 0s, box-shadow 0.15s ease-in-out 0s;
}
.form-control-static {
 min-height: inherit;
 height: inherit;
}
.form-group.list-group-item {
 color: #303030;
 background-color: #f4f4f4;
 border-color: #dedede;
 margin-bottom: 0px;
}
.form-group .input-group {
 float: left;
}
input,
button,
select,
textarea {
 background-color: #ffffff;
 font-weight: normal;
 border: 1px solid #dedede;
}
select.form-control.select-xs {
 height: 33px;
 font-size: 13pt;
}
.toolbar select,
.toolbar label {
 width: auto;
 vertical-align: middle;
 margin-right: 0px;
 margin-bottom: 0px;
 display: inline;
 font-size: 92%;
 margin-left: 10px;
 padding: 0px;
 background: #e5e5e5 !important;
 background-color: #e5e5e5 !important;
 border: 2px solid #e5e5e5 !important;
}
.form-control:focus {
 border-color: #ff7823;
 outline: 2px solid rgba(240,147,43,.50);
 -webkit-box-shadow: none;
}
::-webkit-input-placeholder {
 color: #828892;
}
::-moz-placeholder {
 color: #828892;
}
:-ms-input-placeholder {
 color: #828892;
}
:-moz-placeholder {
 color: #828892;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
 border: 2px solid #dedede !important;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control:focus {
 border-color: #ff7823;
 outline: 2px solid rgba(240,147,43,.50);
 -webkit-box-shadow: none;
 box-shadow: none;
}
div.output.output_scroll {
 box-shadow: none;
}
::-webkit-scrollbar {
 width: 11px;
 max-height: 9px;
 background-color: #ebebeb;
 border-radius: 3px;
 border: none;
}
::-webkit-scrollbar-track {
 background: #ebebeb;
 border: none;
 width: 11px;
 max-height: 9px;
}
::-webkit-scrollbar-thumb {
 border-radius: 2px;
 border: none;
 background: #909090;
 background-clip: content-box;
 width: 11px;
}
HTML,
body,
div,
dl,
dt,
dd,
ul,
ol,
li,
h1,
h2,
h3,
h4,
h5,
h6,
pre,
code,
form,
fieldset,
legend,
input,
button,
textarea,
p,
blockquote,
th,
td,
span,
a {
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
}
div.input_area {
 background-color: #ededed;
 background: #ededed;
 padding-right: 1.2em;
 border: 0px;
 border-radius: 0px;
 border-top-right-radius: 4px;
 border-bottom-right-radius: 4px;
}
div.cell {
 padding: 0px;
 background: #ededed;
 background-color: #ededed;
 border: medium solid #ffffff;
 border-radius: 4px;
 top: 0;
}
div.cell.selected {
 background: #ededed;
 background-color: #ededed;
 border: medium solid #ffffff;
 padding: 0px;
 border-radius: 5px;
}
.edit_mode div.cell.selected {
 padding: 0px;
 background: #ededed;
 background-color: #ededed;
 border: medium solid #ffffff;
 border-radius: 5px;
}
div.cell.edit_mode {
 padding: 0px;
 background: #ededed;
 background-color: #ededed;
}
div.CodeMirror-sizer {
 margin-left: 0px;
 margin-bottom: -21px;
 border-right-width: 16px;
 min-height: 37px;
 padding-right: 0px;
 padding-bottom: 0px;
 margin-top: 0px;
}
div.cell.selected:before,
.edit_mode div.cell.selected:before,
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
 background: #ededed !important;
 border: none;
 border-radius: 3px;
 position: absolute;
 display: block;
 top: 0px;
 left: 0px;
 width: 0px;
 height: 100%;
}
div.cell.text_cell.selected::before,
.edit_mode div.cell.text_cell.selected:before,
div.cell.text_cell.selected:before,
div.cell.text_cell.selected.jupyter-soft-selected:before {
 background: #ffffff !important;
 background-color: #ffffff !important;
 border-color: #f2f2f2 !important;
}
div.cell.code_cell .input {
 border-left: 5px solid #ededed !important;
 border-radius: 3px;
 border-bottom-left-radius: 3px;
 border-top-left-radius: 3px;
}
div.cell.code_cell.selected .input {
 border-left: 5px solid #ff7823 !important;
 border-radius: 3px;
}
.edit_mode div.cell.code_cell.selected .input {
 border-left: 5px solid #ffd5bb !important;
 border-radius: 3px;
}
.edit_mode div.cell.selected:before {
 height: 100%;
 border-left: 5px solid #ffd5bb !important;
 border-radius: 3px;
}
div.cell.jupyter-soft-selected,
div.cell.selected.jupyter-soft-selected {
 border-left-color: #ffd5bb !important;
 border-left-width: 0px !important;
 padding-left: 7px !important;
 border-right-color: #ffd5bb !important;
 border-right-width: 0px !important;
 background: #ffd5bb !important;
 border-radius: 6px !important;
}
div.cell.selected.jupyter-soft-selected .input {
 border-left: 5px solid #ededed !important;
}
div.cell.selected.jupyter-soft-selected {
 border-left-color: #ff7823;
 border-color: #ffffff;
 padding-left: 7px;
 border-radius: 6px;
}
div.cell.code_cell.selected .input {
 border-left: none;
 border-radius: 3px;
}
div.cell.selected.jupyter-soft-selected .prompt,
div.cell.text_cell.selected.jupyter-soft-selected .prompt {
 top: 0;
 border-left: #ededed !important;
 border-radius: 2px;
}
div.cell.text_cell.selected.jupyter-soft-selected .input_prompt {
 border-left: none !important;
}
div.cell.text_cell.jupyter-soft-selected,
div.cell.text_cell.selected.jupyter-soft-selected {
 border-left-color: #f2f2f2 !important;
 border-left-width: 0px !important;
 padding-left: 7px !important;
 border-right-color: #f2f2f2 !important;
 border-right-width: 0px !important;
 background: #f2f2f2 !important;
 border-radius: 6px !important;
}
div.cell.jupyter-soft-selected .input,
div.cell.selected.jupyter-soft-selected .input {
 border-left-color: #ffd5bb !important;
}
div.prompt,
.prompt {
 font-family: monospace, monospace;
 font-size: 9pt !important;
 font-weight: normal;
 color: #828892;
 line-height: 170%;
 padding: 0px;
 padding-top: 4px;
 padding-left: 0px;
 padding-right: 1px;
 text-align: right !important;
 min-width: 11.5ex !important;
 width: 11.5ex !important;
}
div.prompt.input_prompt {
 font-size: 9pt !important;
 background-color: #ededed;
 border-top: 0px;
 border-top-right-radius: 0px;
 border-bottom-left-radius: 0px;
 border-bottom-right-radius: 0px;
 padding-right: 3px;
 min-width: 11.5ex;
 width: 11.5ex !important;
}
div.cell.code_cell .input_prompt {
 border-right: 2px solid rgba(240,147,43,.50);
}
div.cell.selected .prompt {
 top: 0;
}
.edit_mode div.cell.selected .prompt {
 top: 0;
}
.edit_mode div.cell.selected .prompt {
 top: 0;
}
.run_this_cell {
 visibility: hidden;
 color: transparent;
 padding-top: 0px;
 padding-bottom: 0px;
 padding-left: 3px;
 padding-right: 12px;
 width: 1.5ex;
 width: 0ex;
 background: transparent;
 background-color: transparent;
}
div.code_cell:hover div.input .run_this_cell {
 visibility: visible;
}
div.cell.code_cell.rendered.selected .run_this_cell:hover {
 background-color: #e3e3e3;
 background: #e3e3e3;
 color: #ff7823 !important;
}
div.cell.code_cell.rendered.unselected .run_this_cell:hover {
 background-color: #e3e3e3;
 background: #e3e3e3;
 color: #ff7823 !important;
}
i.fa-step-forward.fa {
 display: inline-block;
 font: normal normal normal 9px "FontAwesome";
}
.fa-step-forward:before {
 content: "\f04b";
}
div.cell.selected.jupyter-soft-selected .run_this_cell,
div.cell.selected.jupyter-soft-selected .run_this_cell:hover,
div.cell.unselected.jupyter-soft-selected .run_this_cell:hover,
div.cell.code_cell.rendered.selected.jupyter-soft-selected .run_this_cell:hover,
div.cell.code_cell.rendered.unselected.jupyter-soft-selected .run_this_cell:hover {
 background-color: #ffd5bb !important;
 background: #ffd5bb !important;
 color: #ffd5bb !important;
}
div.output_wrapper {
 background-color: #ffffff;
 border: 0px;
 left: 0px;
 margin-bottom: 0em;
 margin-top: 0em;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
}
div.output_subarea.output_text.output_stream.output_stdout,
div.output_subarea.output_text {
 font-family: monospace, monospace;
 font-size: 8.5pt !important;
 line-height: 150% !important;
 background-color: #ffffff;
 color: #303030;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
}
div.output_area pre {
 font-family: monospace, monospace;
 font-size: 8.5pt !important;
 line-height: 151% !important;
 color: #303030;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
}
div.output_area {
 display: -webkit-box;
}
div.output_html {
 font-family: monospace, monospace;
 font-size: 8.5pt;
 color: #353535;
 background-color: #ffffff;
 background: #ffffff;
}
div.output_subarea {
 overflow-x: auto;
 padding: 0.8em !important;
 -webkit-box-flex: 1;
 -moz-box-flex: 1;
 box-flex: 1;
 flex: 1;
}
div.btn.btn-default.output_collapsed {
 background: #d7d7d7;
 background-color: #d7d7d7;
 border-color: #d7d7d7;
}
div.btn.btn-default.output_collapsed:hover {
 background: #d2d2d2;
 background-color: #d2d2d2;
 border-color: #d2d2d2;
}
div.prompt.output_prompt {
 font-family: monospace, monospace;
 font-size: 9.5pt !important;
 font-weight: bold !important;
 background-color: #ffffff;
 color: transparent;
 border-bottom-left-radius: 4px;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
 border-bottom-right-radius: 0px;
 min-width: 14.5ex !important;
 width: 14.5ex !important;
 border-right: 2px solid transparent;
}
div.out_prompt_overlay.prompt {
 font-family: monospace, monospace;
 font-size: 9.5pt !important;
 font-weight: bold !important;
 background-color: #ffffff;
 border-bottom-left-radius: 2px;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
 border-bottom-right-radius: 0px;
 min-width: 14.5ex !important;
 width: 14.5ex !important;
 border-right: 2px solid transparent;
 color: transparent;
}
div.out_prompt_overlay.prompt:hover {
 background-color: #f7f7f7;
 box-shadow: none !important;
 border: none;
 border-bottom-left-radius: 2px;
 -webkit-border-: 2px;
 -moz-border-radius: 2px;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
 min-width: 14.5ex !important;
 width: 14.5ex !important;
 border-right: 2px solid #f7f7f7 !important;
}
div.cell.code_cell .output_prompt {
 border-right: 2px solid transparent;
 color: transparent;
}
div.cell.selected .output_prompt,
div.cell.selected .out_prompt_overlay.prompt {
 border-left: 5px solid #f2f2f2;
 border-right: 2px solid #ffffff;
 border-radius: 0px !important;
}
.edit_mode div.cell.selected .output_prompt,
.edit_mode div.cell.selected .out_prompt_overlay.prompt {
 border-left: 5px solid #f2f2f2;
 border-right: 2px solid #ffffff;
 border-radius: 0px !important;
}
div.text_cell,
div.text_cell_render pre,
div.text_cell_render {
 font-family: sans-serif;
 font-size: 13pt;
 line-height: 130% !important;
 color: #353535;
 background: #ffffff;
 background-color: #ffffff;
 border-radius: 0px;
}
div .text_cell_render {
 padding: 0.4em 0.4em 0.4em 0.4em;
}
div.cell.text_cell .CodeMirror-lines {
 padding-top: .7em !important;
 padding-bottom: .4em !important;
 padding-left: .5em !important;
 padding-right: .5em !important;
 margin-top: .4em;
 margin-bottom: .3em;
}
div.cell.text_cell.unrendered div.input_area,
div.cell.text_cell.rendered div.input_area {
 background-color: #ffffff;
 background: #ffffff;
 border: 0px;
 border-radius: 2px;
}
div.cell.text_cell .CodeMirror,
div.cell.text_cell .CodeMirror pre {
 line-height: 170% !important;
}
div.cell.text_cell.rendered.selected {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #ffffff;
 background-color: #ffffff;
 border-radius: 0px;
}
div.cell.text_cell.unrendered.selected {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #ffffff;
 background-color: #ffffff;
 border-radius: 0px;
}
div.cell.text_cell.selected {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #ffffff;
 background-color: #ffffff;
 border-radius: 0px;
}
.edit_mode div.cell.text_cell.selected {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #ffffff;
 background-color: #ffffff;
 border-radius: 0px;
}
div.text_cell.unrendered,
div.text_cell.unrendered.selected,
div.edit_mode div.text_cell.unrendered {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #ffffff;
 background-color: #ffffff;
 border-radius: 0px;
}
div.cell.text_cell .prompt {
 border-right: 0;
 min-width: 11.5ex !important;
 width: 11.5ex !important;
}
div.cell.text_cell.rendered .prompt {
 font-family: monospace, monospace;
 font-size: 9.5pt !important;
 font-weight: normal;
 color: #828892 !important;
 text-align: right !important;
 min-width: 14.5ex !important;
 width: 14.5ex !important;
 background-color: #ffffff;
 border-right: 2px solid transparent;
 border-left: 4px solid #ffffff;
}
div.cell.text_cell.unrendered .prompt {
 font-family: monospace, monospace;
 font-size: 9.5pt !important;
 font-weight: normal;
 color: #828892 !important;
 text-align: right !important;
 min-width: 14.5ex !important;
 width: 14.5ex !important;
 border-right: 2px solid transparent;
 border-left: 4px solid #ffffff;
 background-color: #ffffff;
}
div.cell.text_cell.rendered .prompt {
 border-right: 2px solid transparent;
}
div.cell.text_cell.rendered.selected .prompt {
 top: 0;
 border-left: 4px solid #f2f2f2;
 border-right: 2px solid transparent;
}
div.text_cell.unrendered.selected .prompt,
div.text_cell.rendered.selected .prompt {
 top: 0;
 background: #ffffff;
 border-left: 4px solid #f2f2f2;
 border-right: 2px solid transparent;
}
div.rendered_html code {
 font-family: monospace, monospace;
 font-size: 11pt;
 padding-top: 3px;
 padding-left: 2px;
 color: #303030;
 background: #efefef;
 background-color: #efefef;
}
pre,
code,
kbd,
samp {
 white-space: pre-wrap;
}
.well code,
code {
 font-family: monospace, monospace;
 font-size: 11pt !important;
 line-height: 170% !important;
 color: #353535;
 background: #efefef;
 background-color: #efefef;
 border-color: #efefef;
}
kbd {
 padding: 1px;
 font-size: 11pt;
 font-weight: 800;
 color: #303030;
 background-color: transparent !important;
 border: 0;
 box-shadow: none;
}
pre {
 display: block;
 padding: 8.5px;
 margin: 0 0 9px;
 font-size: 12.0pt;
 line-height: 1.42857143;
 color: #303030;
 background-color: #efefef;
 border: 1px solid #e7e7e7;
 border-radius: 2px;
}
div.rendered_html {
 color: #353535;
}
.rendered_html * + ul {
 margin-top: .4em;
 margin-bottom: .3em;
}
.rendered_html * + p {
 margin-top: .5em;
 margin-bottom: .5em;
}
div.rendered_html pre {
 font-family: monospace, monospace;
 font-size: 11pt !important;
 line-height: 170% !important;
 color: #353535 !important;
 background: #efefef;
 background-color: #efefef;
 max-width: 80%;
 border-radius: 0px;
 border-left: 3px solid #efefef;
 max-width: 80%;
 border-radius: 0px;
 padding-left: 5px;
 margin-left: 6px;
}
div.text_cell_render pre,
div.text_cell_render code {
 font-family: monospace, monospace;
 font-size: 11pt !important;
 line-height: 170% !important;
 color: #353535;
 background: #ffffff;
 background-color: #ffffff;
 max-width: 80%;
 border-radius: 0px;
 border-left: none;
}
div.text_cell_render pre {
 border-left: 3px solid rgba(240,147,43,.50) !important;
 max-width: 80%;
 border-radius: 0px;
 padding-left: 5px;
 margin-left: 6px;
}
div.text_cell_render h1,
div.rendered_html h1,
div.text_cell_render h2,
div.rendered_html h2,
div.text_cell_render h3,
div.rendered_html h3,
div.text_cell_render h4,
div.rendered_html h4,
div.text_cell_render h5,
div.rendered_html h5 {
 font-family: sans-serif;
 margin: 0.4em .2em .3em .2em !important;
}
.rendered_html h1:first-child,
.rendered_html h2:first-child,
.rendered_html h3:first-child,
.rendered_html h4:first-child,
.rendered_html h5:first-child,
.rendered_html h6:first-child {
 margin-top: 0.2em !important;
 margin-bottom: 0.2em !important;
}
.rendered_html h1,
.text_cell_render h1 {
 color: #126dce !important;
 font-size: 200%;
 text-align: left;
 font-style: normal;
 font-weight: normal;
}
.rendered_html h2,
.text_cell_render h2 {
 color: #126dce !important;
 font-size: 170%;
 font-style: normal;
 font-weight: normal;
}
.rendered_html h3,
.text_cell_render h3 {
 color: #126dce !important;
 font-size: 140%;
 font-style: normal;
 font-weight: normal;
}
.rendered_html h4,
.text_cell_render h4 {
 color: #126dce !important;
 font-size: 110%;
 font-style: normal;
 font-weight: normal;
}
.rendered_html h5,
.text_cell_render h5 {
 color: #126dce !important;
 font-size: 100%;
 font-style: normal;
 font-weight: normal;
}
hr {
 margin-top: 8px;
 margin-bottom: 10px;
 border: 0;
 border-top: 1px solid #126dce;
}
.rendered_html hr {
 color: #126dce;
 background-color: #126dce;
 margin-right: 2em;
}
#complete > select > option:hover {
 background: #d4d4d4;
 background-color: #d4d4d4;
}
div#_vivaldi-spatnav-focus-indicator._vivaldi-spatnav-focus-indicator {
 position: absolute;
 z-index: 9999999999;
 top: 0px;
 left: 0px;
 box-shadow: none;
 pointer-events: none;
 border-radius: 2px;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
 text-align: left;
 vertical-align: middle;
 padding: 0.42em 0.47em;
 line-height: normal;
 white-space: normal;
 max-width: none;
 border: none;
}
.rendered_html td {
 font-family: sans-serif !important;
 font-size: 9.3pt;
}
.rendered_html table {
 font-family: sans-serif !important;
 margin-left: 8px;
 margin-right: auto;
 border: none;
 border-collapse: collapse;
 border-spacing: 0;
 color: #353535;
 table-layout: fixed;
}
.rendered_html thead {
 font-family: sans-serif !important;
 font-size: 10.3pt !important;
 background: #ebebeb;
 color: #353535;
 border-bottom: 1px solid #ebebeb;
 vertical-align: bottom;
}
.rendered_html tbody tr:nth-child(odd) {
 background: #fafafa;
}
.rendered_html tbody tr {
 background: #f2f2f2;
}
.rendered_html tbody tr:hover:nth-child(odd) {
 background: #f7f7f7;
}
.rendered_html tbody tr:hover {
 background: #f0f0f0;
}
.rendered_html * + table {
 margin-top: .05em;
}
div.widget-area {
 background-color: #ffffff;
 background: #ffffff;
 color: #303030;
}
div.widget-area a {
 font-family: sans-serif;
 font-size: 12.0pt;
 font-weight: normal;
 font-style: normal;
 color: #303030;
 text-shadow: none !important;
}
div.widget-area a:hover,
div.widget-area a:focus {
 font-family: sans-serif;
 font-size: 12.0pt;
 font-weight: normal;
 font-style: normal;
 color: #2f2f2f;
 background: rgba(180,180,180,.14);
 background-color: rgba(180,180,180,.14);
 border-color: transparent;
 background-image: none;
 text-shadow: none !important;
}
div.widget_item.btn-group > button.btn.btn-default.widget-combo-btn,
div.widget_item.btn-group > button.btn.btn-default.widget-combo-btn:hover {
 background: #e1e1e1;
 background-color: #e1e1e1;
 border: 2px solid #e1e1e1 !important;
 font-size: inherit;
 z-index: 0;
}
div.jupyter-widgets.widget-hprogress.widget-hbox {
 display: inline-table !important;
 width: 38% !important;
 margin-left: 10px;
}
div.jupyter-widgets.widget-hprogress.widget-hbox .widget-label,
div.widget-hbox .widget-label,
.widget-hbox .widget-label,
.widget-inline-hbox .widget-label,
div.widget-label {
 text-align: -webkit-auto !important;
 margin-left: 15px !important;
 max-width: 240px !important;
 min-width: 100px !important;
 vertical-align: text-top !important;
 color: #303030 !important;
 font-size: 14px !important;
}
.widget-hprogress .progress {
 flex-grow: 1;
 height: 20px;
 margin-top: auto;
 margin-left: 12px;
 margin-bottom: auto;
 width: 300px;
}
.progress {
 overflow: hidden;
 height: 22px;
 margin-bottom: 10px;
 padding-left: 10px;
 background-color: #d6d6d6 !important;
 border-radius: 2px;
 -webkit-box-shadow: none;
 box-shadow: none;
 z-index: 10;
}
.progress-bar-danger {
 background-color: #e5344a !important;
}
.progress-bar-info {
 background-color: #2980b9 !important;
}
.progress-bar-warning {
 background-color: #f39c12 !important;
}
.progress-bar-success {
 background-color: #5cb85c !important;
}
.widget-select select {
 margin-left: 12px;
}
.rendered_html :link {
 font-family: sans-serif;
 font-size: 100%;
 color: #ff7823;
 text-decoration: underline;
}
.rendered_html :visited,
.rendered_html :visited:active,
.rendered_html :visited:focus {
 color: #fa853d;
}
.rendered_html :visited:hover,
.rendered_html :link:hover {
 font-family: sans-serif;
 font-size: 100%;
 color: #f96000;
}
div.cell.text_cell a.anchor-link:link {
 font-size: inherit;
 text-decoration: none;
 padding: 0px 20px;
 visibility: none;
 color: rgba(0,0,0,.32);
}
div.cell.text_cell a.anchor-link:link:hover {
 font-size: inherit;
 color: #de6d25;
}
.navbar-text {
 margin-top: 4px;
 margin-bottom: 0px;
}
#clusters > a {
 color: #ef5c00;
 text-decoration: underline;
 cursor: auto;
}
#clusters > a:hover {
 color: #126dce;
 text-decoration: underline;
 cursor: auto;
}
#nbextensions-configurator-container > div.row.container-fluid.nbext-selector > h3 {
 font-size: 17px;
 margin-top: 5px;
 margin-bottom: 8px;
 height: 24px;
 padding: 4px 0 4px 0;
}
div#nbextensions-configurator-container.container,
#nbextensions-configurator-container.container {
 width: 100%;
 margin-right: auto;
 margin-left: auto;
}
div.nbext-selector > nav > .nav > li > a {
 font-family: sans-serif;
 font-size: 10.5pt;
 padding: 2px 5px;
}
div.nbext-selector > nav > .nav > li > a:hover {
 background: transparent;
}
div.nbext-selector > nav > .nav > li:hover {
 background-color: rgba(180,180,180,.14) !important;
 background: rgba(180,180,180,.14) !important;
}
div.nbext-selector > nav > .nav > li.active:hover {
 background: transparent !important;
 background-color: transparent !important;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:active,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
 color: #1c1c1c;
 background-color: rgba(180,180,180,.14) !important;
 background: rgba(180,180,180,.14) !important;
 -webkit-backface-visibility: hidden;
 -webkit-font-smoothing: subpixel-antialiased !important;
}
div.nbext-readme > .nbext-readme-contents > .rendered_html {
 font-family: sans-serif;
 font-size: 11.5pt;
 line-height: 145%;
 padding: 1em 1em;
 color: #353535;
 background-color: #ffffff;
 -webkit-box-shadow: none;
 -moz-box-shadow: none;
 box-shadow: none;
}
.nbext-icon,
.nbext-desc,
.nbext-compat-div,
.nbext-enable-btns,
.nbext-params {
 margin-bottom: 8px;
 font-size: 11.5pt;
}
div.nbext-readme > .nbext-readme-contents {
 padding: 0;
 overflow-y: hidden;
}
div.nbext-readme > .nbext-readme-contents:not(:empty) {
 margin-top: 0.5em;
 margin-bottom: 2em;
 border: none;
 border-top-color: #828892;
}
.nbext-showhide-incompat {
 padding-bottom: 0.5em;
 color: #4a4a4a;
 font-size: 10.5pt;
}
.nbext-filter-menu.dropdown-menu > li > a:hover,
.nbext-filter-menu.dropdown-menu > li > a:focus,
.nbext-filter-menu.dropdown-menu > li > a.ui-state-focus {
 color: #2f2f2f !important;
 background-color: #d4d4d4 !important;
 background: #d4d4d4 !important;
 border-color: #d4d4d4 !important;
}
.nbext-filter-input-wrap > .nbext-filter-input-subwrap,
.nbext-filter-input-wrap > .nbext-filter-input-subwrap > input {
 border: none;
 outline: none;
 background-color: transparent;
 padding: 0;
 vertical-align: middle;
 margin-top: -2px;
}
span.rendered_html code {
 background-color: transparent;
 color: #303030;
}
#nbextensions-configurator-container > div.row.container-fluid.nbext-selector {
 padding-left: 0px;
 padding-right: 0px;
}
.nbext-filter-menu {
 max-height: 55vh !important;
 overflow-y: auto;
 outline: none;
 border: none;
}
.nbext-filter-menu:hover {
 border: none;
}
.alert-warning {
 background-color: #f4f4f4;
 border-color: #f4f4f4;
 color: #303030;
}
.notification_widget.danger {
 color: #ffffff;
 background-color: #e5344a;
 border-color: #e5344a;
 padding-right: 5px;
}
#nbextensions-configurator-container > div.nbext-buttons.tree-buttons.no-padding.pull-right > span > button {
 border: none !important;
}
button#refresh_running_list {
 border: none !important;
}
mark,
.mark {
 background-color: #ffffff;
 color: #353535;
 padding: .15em;
}
a.text-warning,
a.text-warning:hover {
 color: #828892;
}
a.text-warning.bg-warning {
 background-color: #ffffff;
}
span.bg-success.text-success {
 background-color: transparent;
 color: #009e07;
}
span.bg-danger.text-danger {
 background-color: #ffffff;
 color: #de143d;
}
.has-success .input-group-addon {
 color: #009e07;
 border-color: transparent;
 background: inherit;
 background-color: rgba(83,180,115,.10);
}
.has-success .form-control {
 border-color: #009e07;
 -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,0.025);
 box-shadow: inset 0 1px 1px rgba(0,0,0,0.025);
}
.has-error .input-group-addon {
 color: #de143d;
 border-color: transparent;
 background: inherit;
 background-color: rgba(192,57,67,.10);
}
.has-error .form-control {
 border-color: #de143d;
 -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,0.025);
 box-shadow: inset 0 1px 1px rgba(0,0,0,0.025);
}
.kse-input-group-pretty > kbd {
 font-family: monospace, monospace;
 color: #303030;
 font-weight: normal;
 background: transparent;
}
.kse-input-group-pretty > kbd {
 font-family: monospace, monospace;
 color: #303030;
 font-weight: normal;
 background: transparent;
}
div.nbext-enable-btns .btn[disabled],
div.nbext-enable-btns .btn[disabled]:hover,
.btn-default.disabled,
.btn-default[disabled] {
 background: #e2e2e2;
 background-color: #e2e2e2;
 color: #282828;
}
label#Keyword-Filter {
 display: none;
}
.input-group .nbext-list-btn-add,
.input-group-btn:last-child > .btn-group > .btn {
 background: #e4e4e4;
 background-color: #e4e4e4;
 border-color: #e4e4e4;
 border: 2px solid #e4e4e4;
}
.input-group .nbext-list-btn-add:hover,
.input-group-btn:last-child > .btn-group > .btn:hover {
 background: #dfdfdf;
 background-color: #dfdfdf;
 border-color: #dfdfdf;
 border: 2px solid #dfdfdf;
}
#notebook-container > div.cell.code_cell.rendered.selected > div.widget-area > div.widget-subarea > div > div.widget_item.btn-group > button.btn.btn-default.dropdown-toggle.widget-combo-carrot-btn {
 background: #e4e4e4;
 background-color: #e4e4e4;
 border-color: #e4e4e4;
}
#notebook-container > div.cell.code_cell.rendered.selected > div.widget-area > div.widget-subarea > div > div.widget_item.btn-group > button.btn.btn-default.dropdown-toggle.widget-combo-carrot-btn:hover {
 background: #dfdfdf;
 background-color: #dfdfdf;
 border-color: #dfdfdf;
}
.ui-widget-content {
 background: #e5e5e5;
 background-color: #e5e5e5;
 border: 2px solid #e5e5e5;
 color: #303030;
}
div.collapsible_headings_toggle {
 color: rgba(180,180,180,.30) !important;
}
div.collapsible_headings_toggle:hover {
 color: #ff7823 !important;
}
.collapsible_headings_toggle .h1,
.collapsible_headings_toggle .h2,
.collapsible_headings_toggle .h3,
.collapsible_headings_toggle .h4,
.collapsible_headings_toggle .h5,
.collapsible_headings_toggle .h6 {
 margin: 0.3em .4em 0em 0em !important;
 line-height: 1.2 !important;
}
div.collapsible_headings_toggle .fa-caret-down:before,
div.collapsible_headings_toggle .fa-caret-right:before {
 font-size: xx-large;
 transition: transform 1000ms;
 transform: none !important;
}
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h1:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h2:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h3:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h4:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h5:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h6:after {
 position: absolute;
 right: 0;
 bottom: 20% !important;
 content: "[\002026]";
 color: rgba(180,180,180,.30) !important;
 padding: 0.5em 0em 0em 0em !important;
}
.collapsible_headings_ellipsis .rendered_html h1,
.collapsible_headings_ellipsis .rendered_html h2,
.collapsible_headings_ellipsis .rendered_html h3,
.collapsible_headings_ellipsis .rendered_html h4,
.collapsible_headings_ellipsis .rendered_html h5,
.collapsible_headings_ellipsis .rendered_html h6,
.collapsible_headings_toggle .fa {
 transition: transform 1000ms !important;
 -webkit-transform: inherit !important;
 -moz-transform: inherit !important;
 -ms-transform: inherit !important;
 -o-transform: inherit !important;
 transform: inherit !important;
 padding-right: 0px !important;
}
#toc-wrapper {
 z-index: 90;
 position: fixed !important;
 display: flex;
 flex-direction: column;
 overflow: hidden;
 padding: 10px;
 border-style: solid;
 border-width: thin;
 border-right-width: medium !important;
 background-color: #ffffff !important;
}
#toc-wrapper.ui-draggable.ui-resizable.sidebar-wrapper {
 border-color: rgba(180,180,180,.14) !important;
}
#toc a,
#navigate_menu a,
.toc {
 color: #303030 !important;
 font-size: 11pt !important;
}
#toc li > span:hover {
 background-color: #d4d4d4 !important;
}
#toc a:hover,
#navigate_menu a:hover,
.toc {
 color: #1c1c1c !important;
 font-size: 11pt !important;
}
#toc-wrapper .toc-item-num {
 color: #ff7823 !important;
 font-size: 11pt !important;
}
input.raw_input {
 font-family: monospace, monospace;
 font-size: 11pt !important;
 color: #303030;
 background-color: #efefef;
 border-color: #ececec;
 background: #ececec;
 width: auto;
 vertical-align: baseline;
 padding: 0em 0.25em;
 margin: 0em 0.25em;
 -webkit-box-shadow: none;
 box-shadow: none;
}
audio,
video {
 display: inline;
 vertical-align: middle;
 align-content: center;
 margin-left: 20%;
}
.cmd-palette .modal-body {
 padding: 0px;
 margin: 0px;
}
.cmd-palette form {
 background: #e5e5e5;
 background-color: #e5e5e5;
}
.typeahead-field input:last-child,
.typeahead-hint {
 background: #e5e5e5;
 background-color: #e5e5e5;
 z-index: 1;
}
.typeahead-field input {
 font-family: sans-serif;
 color: #303030;
 border: none;
 font-size: 28pt;
 display: inline-block;
 line-height: inherit;
 padding: 3px 10px;
 height: 70px;
}
.typeahead-select {
 background-color: #e5e5e5;
}
body > div.modal.cmd-palette.typeahead-field {
 display: table;
 border-collapse: separate;
 background-color: #f4f4f4;
}
.typeahead-container button {
 font-family: sans-serif;
 font-size: 28pt;
 background-color: #e4e4e4;
 border: none;
 display: inline-block;
 line-height: inherit;
 padding: 3px 10px;
 height: 70px;
}
.typeahead-search-icon {
 min-width: 40px;
 min-height: 55px;
 display: block;
 vertical-align: middle;
 text-align: center;
}
.typeahead-container button:focus,
.typeahead-container button:hover {
 color: #2f2f2f;
 background-color: #dfdfdf;
 border-color: #e0e0e0;
}
.typeahead-list > li.typeahead-group.active > a,
.typeahead-list > li.typeahead-group > a,
.typeahead-list > li.typeahead-group > a:focus,
.typeahead-list > li.typeahead-group > a:hover {
 display: none;
}
.typeahead-dropdown > li > a,
.typeahead-list > li > a {
 color: #303030;
 text-decoration: none;
}
.typeahead-dropdown,
.typeahead-list {
 font-family: sans-serif;
 font-size: 13pt;
 color: #303030;
 background-color: #ffffff;
 border: none;
 background-clip: padding-box;
 margin-top: 0px;
 padding: 3px 2px 3px 0px;
 line-height: 1.7;
}
.typeahead-dropdown > li.active > a,
.typeahead-dropdown > li > a:focus,
.typeahead-dropdown > li > a:hover,
.typeahead-list > li.active > a,
.typeahead-list > li > a:focus,
.typeahead-list > li > a:hover {
 color: #2f2f2f;
 background-color: #f4f4f4;
 border-color: #f4f4f4;
}
.command-shortcut:before {
 content: "(command)";
 padding-right: 3px;
 color: #828892;
}
.edit-shortcut:before {
 content: "(edit)";
 padding-right: 3px;
 color: #828892;
}
ul.typeahead-list i {
 margin-left: 1px;
 width: 18px;
 margin-right: 10px;
}
ul.typeahead-list {
 max-height: 50vh;
 overflow: auto;
}
.typeahead-list > li {
 position: relative;
 border: none;
}
div.input.typeahead-hint,
input.typeahead-hint,
body > div.modal.cmd-palette.in > div > div > div > form > div > div.typeahead-field > span.typeahead-query > input.typeahead-hint {
 color: #828892 !important;
 background-color: transparent;
 padding: 3px 10px;
}
.typeahead-dropdown > li > a,
.typeahead-list > li > a {
 display: block;
 padding: 5px;
 clear: both;
 font-weight: 400;
 line-height: 1.7;
 border: 1px solid #ffffff;
 border-bottom-color: rgba(180,180,180,.30);
}
body > div.modal.cmd-palette.in > div {
 min-width: 750px;
 margin: 150px auto;
}
.typeahead-container strong {
 font-weight: bolder;
 color: #ff7823;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
 color: #ffffff;
 background-color: #ff7823;
 border-color: #ff7823;
 border-style: solid;
 border-width: 1px;
 border-radius: 0px;
}
#find-and-replace #replace-preview .replace .match {
 background-color: #de143d;
 border-color: #de143d;
 border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
 background-color: #009e07;
 border-color: #009e07;
 border-radius: 0px;
}
.jupyter-dashboard-menu-item.selected::before {
 font-family: 'FontAwesome' !important;
 content: '\f00c' !important;
 position: absolute !important;
 color: #ff7823 !important;
 left: 0px !important;
 top: 13px !important;
 font-size: 12px !important;
}
.shortcut_key,
span.shortcut_key {
 display: inline-block;
 width: 16ex;
 text-align: right;
 font-family: monospace;
}
.jupyter-keybindings {
 padding: 1px;
 line-height: 24px;
 border-bottom: 1px solid rgba(180,180,180,.14);
}
.jupyter-keybindings i {
 background: #efefef;
 font-size: small;
 padding: 5px;
 margin-left: 7px;
}
div#short-key-bindings-intro.well,
.well {
 background-color: #e4e4e4;
 border: 1px solid #e4e4e4;
 color: #303030;
 border-radius: 2px;
 -webkit-box-shadow: none;
 box-shadow: none;
}
#texteditor-backdrop {
 background: #ffffff;
 background-color: #ffffff;
}
#texteditor-backdrop #texteditor-container .CodeMirror-gutter,
#texteditor-backdrop #texteditor-container .CodeMirror-gutters {
 background: #e0e1e3;
 background-color: #e0e1e3;
 color: #828892;
}
.edit_app #menubar .navbar {
 margin-bottom: 0px;
}
#texteditor-backdrop #texteditor-container {
 padding: 0px;
 background-color: #ededed;
 box-shadow: none;
}
.terminal-app {
 background: #ffffff;
}
.terminal-app .terminal {
 font-family: monospace, monospace;
 font-size: 11pt;
 line-height: 170%;
 color: #303030;
 background: #ededed;
 padding: 0.4em;
 border-radius: 2px;
 -webkit-box-shadow: none;
 box-shadow: none;
}
.terminal .xterm-viewport {
 background-color: #ededed;
 color: #303030;
 overflow-y: auto;
}
.terminal .xterm-color-0 {
 color: #ff7823;
}
.terminal .xterm-color-1 {
 color: #de143d;
}
.terminal .xterm-color-2 {
 color: #713bc5;
}
.terminal .xterm-color-3 {
 color: #e22978;
}
.terminal .xterm-color-4 {
 color: #ff8132;
}
.terminal .xterm-color-5 {
 color: #009e07;
}
.terminal .xterm-color-6 {
 color: #e22978;
}
.terminal .xterm-color-7 {
 color: #e22978;
}
.terminal .xterm-color-8 {
 color: #ef5c00;
}
.terminal .xterm-color-9 {
 color: #009e07;
}
.terminal .xterm-color-10 {
 color: #e22978;
}
.terminal .xterm-color-14 {
 color: #e22978;
}
.terminal .xterm-bg-color-15 {
 background-color: #ededed;
}
.terminal:not(.xterm-cursor-style-underline):not(.xterm-cursor-style-bar) .terminal-cursor {
 background-color: #ff7823;
 color: #ededed;
}
.terminal:not(.focus) .terminal-cursor {
 outline: 1px solid #ff7823;
 outline-offset: -1px;
}
.celltoolbar {
 font-size: 100%;
 padding-top: 3px;
 border-color: transparent;
 border-bottom: thin solid #828892;
 background: transparent;
}
.cell-tag,
.tags-input input,
.tags-input button {
 color: #303030;
 background-color: #ffffff;
 background-image: none;
 border: 1px solid #303030;
 border-radius: 1px;
 box-shadow: none;
 width: inherit;
 font-size: inherit;
 height: 22px;
 line-height: 22px;
}
#notebook-container > div.cell.code_cell.rendered.selected > div.input > div.inner_cell > div.ctb_hideshow.ctb_show > div > div > button,
#notebook-container > div.input > div.inner_cell > div.ctb_hideshow.ctb_show > div > div > button {
 font-size: 10pt;
 color: #303030;
 background-color: #ffffff;
 background-image: none;
 border: 1px solid #303030;
 border-radius: 1px;
 box-shadow: none;
 width: inherit;
 font-size: inherit;
 height: 22px;
 line-height: 22px;
}
div#pager #pager-contents {
 background: #ffffff !important;
 background-color: #ffffff !important;
}
div#pager pre {
 color: #303030 !important;
 background: #ededed !important;
 background-color: #ededed !important;
 padding: 0.4em;
}
div#pager .ui-resizable-handle {
 top: 0px;
 height: 8px;
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<h1 id="Predicting-Websites-Traffic-Based-on-Twitter-Activity">Predicting Websites Traffic Based on Twitter Activity<a class="anchor-link" href="#Predicting-Websites-Traffic-Based-on-Twitter-Activity">&#182;</a></h1><p><em>Author: Daniyah Aldawsari</em></p>
<hr>
<p>Things to cover:</p>
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<li>Problem Statment</li>
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<li>Models</li>
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<h1 id="Problem-Statment">Problem Statment<a class="anchor-link" href="#Problem-Statment">&#182;</a></h1><p><img src="img/global_453101612.jpeg" style="height: 155px; width: 175px ;display: inline-block; margin-left:100px">
<img src="img/adwords-fundamentals.png" style="height: 185px; width: 235px ;display: inline-block;">
<img src="img/cq5dam.png" style="height: 155px; width: 225px ;display: inline-block;"></p>
<h2 id="Finding-a-way-of-predicting-website-traffic-(using-Twitter-Activity)">Finding a way of predicting website traffic (using Twitter Activity)<a class="anchor-link" href="#Finding-a-way-of-predicting-website-traffic-(using-Twitter-Activity)">&#182;</a></h2><p style="page-break-after:always;"></p>
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<h2 id="The-Data">The Data<a class="anchor-link" href="#The-Data">&#182;</a></h2><ul>
<li>Crunchbase.com have an open data map program I used to get a dataset for a large collection of companies which I used to extract list of companies in the middle east</li>
<li>Twitter scraper to get user account tweets in specific durations</li>
<li>Similarweb traffic data for companies</li>
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<h1 id="EDA">EDA<a class="anchor-link" href="#EDA">&#182;</a></h1><h2 id="Summary-of-attributes">Summary of attributes<a class="anchor-link" href="#Summary-of-attributes">&#182;</a></h2><p>We have 6956 observations and 52 features including dummy variables</p>
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<thead><tr>
<th>Column Name</th>
<th>type</th>
<th>Description</th>
</tr>
</thead>
<tbody>
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<td>views</td>
<td>float</td>
<td>Number of visitors (A visit is defined as an entry to a web domain from a different web domain or from the beginning of an empty browsing session, and expires after 30 minutes of inactivity)</td>
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<td>date</td>
<td>date</td>
<td>The date of the traffic data\twitter</td>
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<tr>
<td>category</td>
<td>string</td>
<td>type of website (News, Shopping etc... )</td>
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<tr>
<td>location_country_code</td>
<td>string</td>
<td>two digit country code of site origin</td>
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<tr>
<td>twitter data</td>
<td>numbers</td>
<td>(followers_count, hashtags_count, likes, links, mentions_count, replies, retweets, total_tweets )</td>
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<tr>
<td>links_in_count</td>
<td>int</td>
<td>The number of links for this site found on sites</td>
</tr>
</tbody>
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<h2 id="What-I-did">What I did<a class="anchor-link" href="#What-I-did">&#182;</a></h2><ul>
<li>Dealing with multicollinearity using variance inflation factor (VIF) threshold of 5</li>
<li>Transforming the target variable using log1p </li>
<li>Creating dummy variable for location + category</li>
<li>Generate is_weekend attribute from date</li>
<li>Forward and backward fill for missing values in our dependant variable<p style="page-break-after:always;"></p></li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">25</span><span class="p">,</span><span class="mi">15</span><span class="p">))</span>
<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">corr</span><span class="p">,</span><span class="n">mask</span><span class="o">=</span> <span class="n">mask</span><span class="p">,</span> <span class="n">annot</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">linewidth</span><span class="o">=</span><span class="mf">0.4</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s2">&quot;.2f&quot;</span><span class="p">)</span>
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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x1a13d6cac8&gt;</pre>
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<h1 id="EDA">EDA<a class="anchor-link" href="#EDA">&#182;</a></h1><p><div>
    <a href="https://plot.ly/~ddawsari/104/?share_key=gYGucMQaqXTrWftOibkcME" target="_blank" title="plot from API (14)" style="display: block; text-align: center;"><img src="https://plot.ly/~ddawsari/104.png?share_key=gYGucMQaqXTrWftOibkcME" alt="plot from API (14)" style="max-width: 100%;width: 600px;"  width="600" onerror="this.onerror=null;this.src='https://plot.ly/404.png';" /></a>
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<h1 id="Models">Models<a class="anchor-link" href="#Models">&#182;</a></h1><p>I choose to test out the below models:</p>
<ul>
<li>Random Forest Regresssion</li>
<li>K-nn Regression</li>
<li>Extra Tree Regression</li>
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<p>Other regression models (Ridge and Linear) were performing badly (likely due to the nature of the relation between target and features)</p>
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<h1 id="Models">Models<a class="anchor-link" href="#Models">&#182;</a></h1><p><div>
    <a href="https://plot.ly/~ddawsari/98/?share_key=VvGU6T4ozNvXWk6xHIpuSz" target="_blank" title="angled-text-bar" style="display: block; text-align: center;"><img src="https://plot.ly/~ddawsari/98.png?share_key=VvGU6T4ozNvXWk6xHIpuSz" alt="angled-text-bar" style="max-width: 100%;width: 600px;"  width="600" onerror="this.onerror=null;this.src='https://plot.ly/404.png';" /></a>
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<th>Metric\Model</th>
<th>Extra trees</th>
<th>K-nn</th>
<th>Random Forest Regressor</th>
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<td>R2</td>
<td><font color='blue'> 0.94</font></td>
<td>0.85</td>
<td><font color='blue'> 0.94</font></td>
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<td>MAE</td>
<td><font color='blue'>5793 </font></td>
<td>8525</td>
<td>6443</td>
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<h2 id="Deeper-Dive-into-Random-Forest-Regressor-+-Extra-trees">Deeper Dive into Random Forest Regressor + Extra trees<a class="anchor-link" href="#Deeper-Dive-into-Random-Forest-Regressor-+-Extra-trees">&#182;</a></h2><div>
    <a href="https://plot.ly/~ddawsari/108/?share_key=Q1NDYaikVsKOkXhyEKaDXk" target="_blank" title="plot from API (1)" style="display: block; text-align: center;"><img src="https://plot.ly/~ddawsari/108.png?share_key=Q1NDYaikVsKOkXhyEKaDXk" alt="plot from API (1)" style="max-width: 100%;width: 600px;"  width="600" onerror="this.onerror=null;this.src='https://plot.ly/404.png';" /></a>
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<h2 id="Deeper-Dive-into-Random-Forest-Regressor-+-Extra-trees">Deeper Dive into Random Forest Regressor + Extra trees<a class="anchor-link" href="#Deeper-Dive-into-Random-Forest-Regressor-+-Extra-trees">&#182;</a></h2><p><img width=600px style='width: 49%; display:inline-block' src='img/randomregression.png'>
<img width=600px style='width: 49%; display:inline-block' src='img/extratree.png'></p>
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<th>Metric\Model</th>
<th>Extra trees</th>
<th>Random Forest Regressor</th>
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<td>R2 Adjusted</td>
<td><font color='blue'>0.96</font></td>
<td>0.95</td>
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<td>MAE</td>
<td><font color='blue'>5291</font></td>
<td>5866</td>
</tr>
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<h3 id="After-Various-comparison-we-will-select-the-Extra-Tree-because:">After Various comparison we will select the Extra Tree because:<a class="anchor-link" href="#After-Various-comparison-we-will-select-the-Extra-Tree-because:">&#182;</a></h3><ul>
<li>Faster than the Random Forest</li>
<li>Extra tree has better scores (R2 - MAE)</li>
<li>Cross validation scores are more consistent with Extra Trees</li>
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<p><img width=600px style='width: 49%; display:inline-block'  src='img/risedual.png'>
<img width=600px style='width: 39%; display:inline-block'  src='img/fit.png'></p>
<h1 id="Evaluating-the-Extra-Trees-Model">Evaluating the Extra Trees Model<a class="anchor-link" href="#Evaluating-the-Extra-Trees-Model">&#182;</a></h1><h5 id="Interpreting-the-mean-absolute-error-:">Interpreting the mean absolute error :<a class="anchor-link" href="#Interpreting-the-mean-absolute-error-:">&#182;</a></h5><p>I added the mean absolute error casue it's more robust against outliers and we are off by 5282 views</p>
<h5 id="Interpreting-the-adjusted-r2-:">Interpreting the adjusted r2 :<a class="anchor-link" href="#Interpreting-the-adjusted-r2-:">&#182;</a></h5><p>Adjusted r2 takes into consideration how many independent variables are there in our model and sees how it's accuratly explaining the variability to our dependent variable.
accuracy of the fit 96%.</p>
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<h1 id="Feature-importance:">Feature importance:<a class="anchor-link" href="#Feature-importance:">&#182;</a></h1><div>
    <a href="https://plot.ly/~ddawsari/102/?share_key=NJ9crWYUzXo3Va9kyjU8Wv" target="_blank" title="model_best_extra" style="display: block; text-align: center;"><img src="https://plot.ly/~ddawsari/102.png?share_key=NJ9crWYUzXo3Va9kyjU8Wv" alt="model_best_extra" style="max-width: 100%;width: 600px;"  width="600" onerror="this.onerror=null;this.src='https://plot.ly/404.png';" /></a>
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<li>links_in_count: this gives an indication of how wide spread the site is</li>
<li>followers_count: this will relate to how active this company is on twitter</li>
<li>Shopping: as we saw earlier in the box plot the shopping category was one of height in terms of traffic so it makes absolute sense for it's importance<p style="page-break-after:always;"></p></li>
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<h1 id="What's-Next?">What's Next?<a class="anchor-link" href="#What's-Next?">&#182;</a></h1><h4 id="Improvements:">Improvements:<a class="anchor-link" href="#Improvements:">&#182;</a></h4><ul>
<li>Feed model with variety of dates from different years to teach the model how traffic changes based on different quarters and months</li>
<li>Evolve the model to include mobile app traffic</li>
<li>Do some text processing to the gathered tweets and maybe find a pattern of words that would increase a site's traffic<p style="page-break-after:always;"></p></li>
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<h1 id="Thank-you">Thank you<a class="anchor-link" href="#Thank-you">&#182;</a></h1><p><img width=600px style='margin-left:81px ;width: 39%; display:inline-block' src='img/logo-icon.png'>
<img width=600px style='width: 29%; display:inline-block' src='img/1ZcRyrc.png'></p>
<p style="page-break-after:always;"></p><p><img width=600px style='width: 47%; display:inline-block' src='img/img (2).png'>
<img width=600px style='width: 49%; display:inline-block' src='img/heyIch4.png'></p>
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    <h1 style='text-align: center;'> Q & A </h1>
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