M4W2 - Case study_SVM - Breast cancer.html

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<title>M4W2 - Case study_SVM - Breast cancer</title>

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

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<h1 id="Case-study---Cancer-Detection">Case study - Cancer Detection<a class="anchor-link" href="#Case-study---Cancer-Detection">&#182;</a></h1>
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<h1 id="Objective:">Objective:<a class="anchor-link" href="#Objective:">&#182;</a></h1><p>Using historical data about patients who were diagnosed with cancer, enable the doctors to confidently differentiate malignant 
cases from benign given the independent attributes.<br>
Prepare the data and create the model.</p>

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<h1 id="Dataset:">Dataset:<a class="anchor-link" href="#Dataset:">&#182;</a></h1><p><a href="https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Original">https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Original</a>)</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Importing libraries</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</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">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Importing Data file</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;bc2.csv&#39;</span><span class="p">)</span>
<span class="n">dataset</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
<span class="n">dataset</span><span class="o">.</span><span class="n">columns</span>
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<pre>Index([&#39;ID&#39;, &#39;ClumpThickness&#39;, &#39;Cell Size&#39;, &#39;Cell Shape&#39;, &#39;Marginal Adhesion&#39;,
       &#39;Single Epithelial Cell Size&#39;, &#39;Bare Nuclei&#39;, &#39;Normal Nucleoli&#39;,
       &#39;Bland Chromatin&#39;, &#39;Mitoses&#39;, &#39;Class&#39;],
      dtype=&#39;object&#39;)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dataset</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 699 entries, 0 to 698
Data columns (total 11 columns):
ID                             699 non-null int64
ClumpThickness                 699 non-null int64
Cell Size                      699 non-null int64
Cell Shape                     699 non-null int64
Marginal Adhesion              699 non-null int64
Single Epithelial Cell Size    699 non-null int64
Bare Nuclei                    699 non-null object
Normal Nucleoli                699 non-null int64
Bland Chromatin                699 non-null int64
Mitoses                        699 non-null int64
Class                          699 non-null int64
dtypes: int64(10), object(1)
memory usage: 60.1+ KB
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dataset</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span><span class="o">.</span><span class="n">transpose</span><span class="p">()</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>count</th>
      <th>mean</th>
      <th>std</th>
      <th>min</th>
      <th>25%</th>
      <th>50%</th>
      <th>75%</th>
      <th>max</th>
    </tr>
  </thead>
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    <tr>
      <th>ID</th>
      <td>699.0</td>
      <td>1.071704e+06</td>
      <td>617095.729819</td>
      <td>61634.0</td>
      <td>870688.5</td>
      <td>1171710.0</td>
      <td>1238298.0</td>
      <td>13454352.0</td>
    </tr>
    <tr>
      <th>ClumpThickness</th>
      <td>699.0</td>
      <td>4.417740e+00</td>
      <td>2.815741</td>
      <td>1.0</td>
      <td>2.0</td>
      <td>4.0</td>
      <td>6.0</td>
      <td>10.0</td>
    </tr>
    <tr>
      <th>Cell Size</th>
      <td>699.0</td>
      <td>3.134478e+00</td>
      <td>3.051459</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>5.0</td>
      <td>10.0</td>
    </tr>
    <tr>
      <th>Cell Shape</th>
      <td>699.0</td>
      <td>3.207439e+00</td>
      <td>2.971913</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>5.0</td>
      <td>10.0</td>
    </tr>
    <tr>
      <th>Marginal Adhesion</th>
      <td>699.0</td>
      <td>2.806867e+00</td>
      <td>2.855379</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>4.0</td>
      <td>10.0</td>
    </tr>
    <tr>
      <th>Single Epithelial Cell Size</th>
      <td>699.0</td>
      <td>3.216023e+00</td>
      <td>2.214300</td>
      <td>1.0</td>
      <td>2.0</td>
      <td>2.0</td>
      <td>4.0</td>
      <td>10.0</td>
    </tr>
    <tr>
      <th>Normal Nucleoli</th>
      <td>699.0</td>
      <td>3.437768e+00</td>
      <td>2.438364</td>
      <td>1.0</td>
      <td>2.0</td>
      <td>3.0</td>
      <td>5.0</td>
      <td>10.0</td>
    </tr>
    <tr>
      <th>Bland Chromatin</th>
      <td>699.0</td>
      <td>2.866953e+00</td>
      <td>3.053634</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>4.0</td>
      <td>10.0</td>
    </tr>
    <tr>
      <th>Mitoses</th>
      <td>699.0</td>
      <td>1.589413e+00</td>
      <td>1.715078</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>1.0</td>
      <td>10.0</td>
    </tr>
    <tr>
      <th>Class</th>
      <td>699.0</td>
      <td>2.689557e+00</td>
      <td>0.951273</td>
      <td>2.0</td>
      <td>2.0</td>
      <td>2.0</td>
      <td>4.0</td>
      <td>4.0</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dataset</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;?&#39;</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">)</span>
<span class="n">dataset</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="n">x</span><span class="o">.</span><span class="n">median</span><span class="p">()),</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>

<span class="c1"># converting the hp column from object &#39;Bare Nuclei&#39;/ string type to float</span>
<span class="n">dataset</span><span class="p">[</span><span class="s1">&#39;Bare Nuclei&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">dataset</span><span class="p">[</span><span class="s1">&#39;Bare Nuclei&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;float64&#39;</span><span class="p">)</span>  
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<pre>ID                             0
ClumpThickness                 0
Cell Size                      0
Cell Shape                     0
Marginal Adhesion              0
Single Epithelial Cell Size    0
Bare Nuclei                    0
Normal Nucleoli                0
Bland Chromatin                0
Mitoses                        0
Class                          0
dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">pairplot</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">diag_kind</span> <span class="o">=</span> <span class="s2">&quot;kde&quot;</span><span class="p">,</span> <span class="n">hue</span> <span class="o">=</span> <span class="s2">&quot;Class&quot;</span><span class="p">)</span>
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<pre>C:\ProgramData\Anaconda3\lib\site-packages\statsmodels\nonparametric\kde.py:488: RuntimeWarning: invalid value encountered in true_divide
  binned = fast_linbin(X, a, b, gridsize) / (delta * nobs)
C:\ProgramData\Anaconda3\lib\site-packages\statsmodels\nonparametric\kdetools.py:34: RuntimeWarning: invalid value encountered in double_scalars
  FAC1 = 2*(np.pi*bw/RANGE)**2
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<pre>&lt;seaborn.axisgrid.PairGrid at 0x193e1ff0128&gt;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.cross_validation</span> <span class="k">import</span> <span class="n">train_test_split</span>

<span class="c1"># To calculate the accuracy score of the model</span>
<span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="k">import</span> <span class="n">accuracy_score</span><span class="p">,</span> <span class="n">confusion_matrix</span>

<span class="n">target</span> <span class="o">=</span> <span class="n">dataset</span><span class="p">[</span><span class="s2">&quot;Class&quot;</span><span class="p">]</span>
<span class="n">features</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s2">&quot;ID&quot;</span><span class="p">,</span><span class="s2">&quot;Class&quot;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span><span class="n">features</span><span class="p">,</span><span class="n">target</span><span class="p">,</span> <span class="n">test_size</span> <span class="o">=</span> <span class="mf">0.2</span><span class="p">,</span> <span class="n">random_state</span> <span class="o">=</span> <span class="mi">10</span><span class="p">)</span>
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<pre>C:\ProgramData\Anaconda3\lib\site-packages\sklearn\cross_validation.py:41: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.
  &#34;This module will be removed in 0.20.&#34;, DeprecationWarning)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.svm</span> <span class="k">import</span> <span class="n">SVC</span>

<span class="c1"># Building a Support Vector Machine on train data</span>
<span class="n">svc_model</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">(</span><span class="n">C</span><span class="o">=</span> <span class="o">.</span><span class="mi">1</span><span class="p">,</span> <span class="n">kernel</span><span class="o">=</span><span class="s1">&#39;linear&#39;</span><span class="p">,</span> <span class="n">gamma</span><span class="o">=</span> <span class="mi">1</span><span class="p">)</span>
<span class="n">svc_model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>

<span class="n">prediction</span> <span class="o">=</span> <span class="n">svc_model</span> <span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># check the accuracy on the training set</span>
<span class="nb">print</span><span class="p">(</span><span class="n">svc_model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">svc_model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">))</span>
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<pre>0.9749552772808586
0.9642857142857143
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Confusion Matrix:</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">,</span><span class="n">confusion_matrix</span><span class="p">(</span><span class="n">prediction</span><span class="p">,</span><span class="n">y_test</span><span class="p">))</span>
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<pre>Confusion Matrix:
 [[95  2]
 [ 3 40]]
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Building a Support Vector Machine on train data</span>
<span class="n">svc_model</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">(</span><span class="n">kernel</span><span class="o">=</span><span class="s1">&#39;rbf&#39;</span><span class="p">)</span>
<span class="n">svc_model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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<pre>SVC(C=1.0, cache_size=200, class_weight=None, coef0=0.0,
  decision_function_shape=&#39;ovr&#39;, degree=3, gamma=&#39;auto&#39;, kernel=&#39;rbf&#39;,
  max_iter=-1, probability=False, random_state=None, shrinking=True,
  tol=0.001, verbose=False)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">svc_model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">svc_model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">))</span>
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<pre>0.998211091234347
0.9571428571428572
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Building a Support Vector Machine on train data(changing the kernel)</span>
<span class="n">svc_model</span>  <span class="o">=</span> <span class="n">SVC</span><span class="p">(</span><span class="n">kernel</span><span class="o">=</span><span class="s1">&#39;poly&#39;</span><span class="p">)</span>
<span class="n">svc_model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>

<span class="n">prediction</span> <span class="o">=</span> <span class="n">svc_model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>

<span class="nb">print</span><span class="p">(</span><span class="n">svc_model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">svc_model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">))</span>
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<pre>1.0
0.9357142857142857
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">svc_model</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">(</span><span class="n">kernel</span><span class="o">=</span><span class="s1">&#39;sigmoid&#39;</span><span class="p">)</span>
<span class="n">svc_model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>

<span class="n">prediction</span> <span class="o">=</span> <span class="n">svc_model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>

<span class="nb">print</span><span class="p">(</span><span class="n">svc_model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">svc_model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">))</span>
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<pre>0.3434704830053667
0.32857142857142857
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