Notebooks rendered/Book_Visualizations.html

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
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<h1 id="70-years-of-machine-learning-in-geoscience">70 years of machine learning in geoscience<a class="anchor-link" href="#70-years-of-machine-learning-in-geoscience">&#182;</a></h1><p>Accompanies <a href="https://arxiv.org/abs/2006.13311">https://arxiv.org/abs/2006.13311</a></p>
<h2 id="Visualizations">Visualizations<a class="anchor-link" href="#Visualizations">&#182;</a></h2><p>Some programmatically generated figures for the book chapter.</p>

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

<span class="n">rb</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;#990000&#39;</span><span class="p">,</span><span class="s1">&#39;#030f4f&#39;</span><span class="p">,</span> <span class="p">]</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.prop_cycle&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">mpl</span><span class="o">.</span><span class="n">cycler</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="n">rb</span><span class="p">)</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s1">&#39;font.size&#39;</span><span class="p">:</span> <span class="mi">20</span><span class="p">})</span>
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<h3 id="Activation-Functions">Activation Functions<a class="anchor-link" href="#Activation-Functions">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">plot_act</span><span class="p">(</span><span class="n">funk</span><span class="p">,</span> <span class="n">der</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">x_min</span><span class="o">=-</span><span class="mi">7</span><span class="p">,</span> <span class="n">x_max</span><span class="o">=</span><span class="mi">7</span><span class="p">,</span> <span class="n">y_min</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">y_max</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">y_label</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="n">z_label</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
    <span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="n">x_min</span><span class="p">,</span> <span class="n">x_max</span><span class="p">,</span> <span class="mi">10000</span><span class="p">)</span>
    <span class="n">y</span> <span class="o">=</span> <span class="n">funk</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
    <span class="k">if</span> <span class="n">der</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
        <span class="n">z</span> <span class="o">=</span> <span class="n">der</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>


    <span class="n">fig</span> <span class="o">=</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">12</span><span class="p">,</span><span class="mi">4</span><span class="p">))</span>
    <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">gca</span><span class="p">()</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="n">y_label</span><span class="p">)</span>
    <span class="k">if</span> <span class="n">der</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">z</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="n">z_label</span><span class="p">)</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;bottom&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>

    <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="n">x_min</span><span class="p">,</span> <span class="n">x_max</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="n">y_min</span><span class="o">*</span><span class="mf">1.05</span><span class="p">,</span> <span class="n">y_max</span><span class="o">*</span><span class="mf">1.05</span><span class="p">)</span>

    <span class="k">if</span> <span class="n">title</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="n">title</span><span class="p">)</span>
    <span class="k">if</span> <span class="n">y_label</span> <span class="ow">or</span> <span class="n">z_label</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
    <span class="k">if</span> <span class="n">filename</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">)</span>

    <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">sigmoid</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="k">return</span> <span class="mi">1</span> <span class="o">/</span> <span class="p">(</span><span class="mi">1</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">x</span><span class="p">))</span>

<span class="k">def</span> <span class="nf">dsigmoid</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">sigmoid</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="o">*</span> <span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="n">sigmoid</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>

<span class="k">def</span> <span class="nf">relu</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">x</span> <span class="o">*</span> <span class="p">(</span><span class="n">x</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">drelu</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">x</span> <span class="o">&gt;</span> <span class="mi">0</span>

<span class="k">def</span> <span class="nf">perceptron</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">x</span> <span class="o">&gt;</span> <span class="mi">0</span>

<span class="k">def</span> <span class="nf">dperceptron</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">x</span><span class="o">*</span><span class="mi">0</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plot_act</span><span class="p">(</span><span class="n">sigmoid</span><span class="p">,</span> <span class="n">der</span><span class="o">=</span><span class="n">dsigmoid</span><span class="p">,</span> <span class="n">y_min</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Sigmoid Activation&quot;</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="s2">&quot;act_sig.png&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plot_act</span><span class="p">(</span><span class="n">relu</span><span class="p">,</span> <span class="n">der</span><span class="o">=</span><span class="n">drelu</span><span class="p">,</span> <span class="n">y_min</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">y_max</span><span class="o">=</span><span class="mi">7</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;ReLU Activation&quot;</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="s2">&quot;act_relu.png&quot;</span><span class="p">)</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plot_act</span><span class="p">(</span><span class="n">perceptron</span><span class="p">,</span> <span class="n">der</span><span class="o">=</span><span class="n">dperceptron</span><span class="p">,</span> <span class="n">y_min</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Binary Perceptron&quot;</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="s2">&quot;act_perc.png&quot;</span><span class="p">)</span>
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<h3 id="Radial-Basis-Function-Kernel">Radial Basis Function Kernel<a class="anchor-link" href="#Radial-Basis-Function-Kernel">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">class_0</span> <span class="o">=</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">)</span>
<span class="n">class_1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">]])</span>
<span class="n">x_center</span> <span class="o">=</span> <span class="o">.</span><span class="mi">44</span>
<span class="n">y_center</span> <span class="o">=</span> <span class="o">.</span><span class="mi">33</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">rbf</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">lambd</span><span class="o">=.</span><span class="mi">5</span><span class="p">,</span> <span class="n">center</span><span class="o">=</span><span class="mi">1</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span> <span class="o">-</span><span class="p">(</span><span class="n">lambd</span> <span class="o">*</span> <span class="p">(</span><span class="n">x</span><span class="o">-</span><span class="n">center</span><span class="p">)),</span> <span class="mi">2</span><span class="p">))</span>
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<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">ncols</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">class_0</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">class_0</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Class 0&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">class_1</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">class_1</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Class 1&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">x_center</span><span class="p">,</span> <span class="n">y_center</span><span class="p">,</span> <span class="n">c</span><span class="o">=</span><span class="s2">&quot;k&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s2">&quot;x&quot;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;RBF Center&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Input Data&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Original X&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Original Y&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="o">-.</span><span class="mi">05</span><span class="p">,</span><span class="mf">1.05</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="o">-.</span><span class="mi">05</span><span class="p">,</span><span class="mf">1.05</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>

<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">rbf</span><span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">center</span><span class="o">=</span><span class="n">x_center</span><span class="p">),</span> <span class="n">rbf</span><span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">center</span><span class="o">=</span><span class="n">y_center</span><span class="p">),</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Class 0&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">rbf</span><span class="p">(</span><span class="n">class_1</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">center</span><span class="o">=</span><span class="n">x_center</span><span class="p">),</span> <span class="n">rbf</span><span class="p">(</span><span class="n">class_1</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">center</span><span class="o">=</span><span class="n">y_center</span><span class="p">),</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Class 1&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Transformed Data&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Transformed X&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Transformed Y&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="o">.</span><span class="mi">95</span><span class="p">,</span><span class="mf">1.15</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="o">.</span><span class="mi">95</span><span class="p">,</span><span class="mf">1.15</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s2">&quot;rbf-separation.png&quot;</span><span class="p">)</span>
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