QML@UNIVR_2_Classificator.html

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}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://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 {
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li.pulse > a.dropdown-toggle,
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/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
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 **/
/*
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<h1 id="Classificator">Classificator<a class="anchor-link" href="#Classificator">&#182;</a></h1><h2 id="Problem-specification">Problem specification<a class="anchor-link" href="#Problem-specification">&#182;</a></h2><p>Consider a training set $\mathcal{D} = \{ (x_i, y_i) \mid i = 1...m \}$ where $x_i$ and $y_i$ are respectively the features and the label of $i$-th item.</p>
<p>After having trained your classificator on set $\mathcal{D}$, given a feature array $x'$ guess its label $y'$.</p>
<h2 id="A-very-famous-example">A very famous example<a class="anchor-link" href="#A-very-famous-example">&#182;</a></h2><p><strong><a href="https://en.wikipedia.org/wiki/Iris_flower_data_set">Iris Classification</a></strong></p>
<p>From Fisher's 1936 paper <em>The use of multiple measurements in taxonomic problems</em>, one of the first example of classification.</p>
<p>There are three species of Iris: <em>setosa</em> ($y=0$), <em>versicolor</em> ($y=1$), <em>virginica</em> ($y=2$). Ronald chooses as feature: sepal width, sepal length, petal width, petal length.</p>
<p>Fisher's dataset has this form:
$$ D = \big\{ (x_i, y_i) \mid i = 1...150, x_i = (sw, sl, pw, pl) \in \mathbb{R}^4, y_i \in \{0, 1, 2\} \big\} $$</p>
<p>A classificator solving this problem is a function $C_{\mathcal{D}}$ such that $C_{\mathcal{D}}(x') = y' \in \{0, 1, 2\}$ given $x' \in \mathbb{R}^4$.</p>
<h3 id="At-the-end-of-the-course...">At the end of the course...<a class="anchor-link" href="#At-the-end-of-the-course...">&#182;</a></h3><p>... you will be asked to modify the classifiers presented during this lesson to solve <em>Iris classification</em> problem.</p>
<h2 id="Some-concepts">Some concepts<a class="anchor-link" href="#Some-concepts">&#182;</a></h2><h3 id="Binary-classificator">Binary classificator<a class="anchor-link" href="#Binary-classificator">&#182;</a></h3><p>Only has two possibile $y$ labels, tipically $+1$ and $-1$.</p>
<h3 id="Distance-function">Distance function<a class="anchor-link" href="#Distance-function">&#182;</a></h3><p>Suppose we have function $d$ defined on our feature array $x \in \mathbb{R}^m$. If $d : \mathbb{R}^m \times \mathbb{R}^m \to \mathbb{R}$ has these three properties:</p>
<ol>
<li>$d(x, x) = 0$ for all feature array $x$;</li>
<li>$d(x, y) = d(y, x)$ for all feature arrays $x, y$;</li>
<li>$d(x, z) \le d(x, y) + d(y, z)$ for all feature arrays $x, y, z$
then $d$ is a <em>metric</em> or <em>distance function</em>. </li>
</ol>
<p>One trivial metrics: $d(a, b) = \sum_{i = 1}^{m} (a_i - b_i)^2$ is called <em>mean square error</em>.</p>
<h3 id="Distance-based-classificator">Distance based classificator<a class="anchor-link" href="#Distance-based-classificator">&#182;</a></h3><p>We can find for our binary classificator the representatives $x_1, x_2$ for the classes $y_1 = +1, y_2 = -1$. Then our classificator can be:</p>
<p><code>classify(x) = if d(x1, x) &lt; d(x2, x) then y1 else y2</code></p>
<p>or equivalently</p>
<p><code>classify(x) = sign(y1*d(x1,x) + y2*d(x2, x)) = sign((1)*d(x1, x) + (-1)*d(x2, x))</code>.</p>
<p>How can we find the two (best) representatives $x_1, x_2$...?</p>

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<h2 id="Hands-on">Hands on<a class="anchor-link" href="#Hands-on">&#182;</a></h2><h3 id="The-key-component-of-our-distance-based-classifier">The key component of our distance based classifier<a class="anchor-link" href="#The-key-component-of-our-distance-based-classifier">&#182;</a></h3><p>is called <em>SWAP test</em>. It lets you calculate the inner product $\langle x | y \rangle$ of two quantum states $x, y$.</p>
<ul>
<li>inner product = how much does two state overlaps?</li>
<li>range of inner product: $0 \le \langle x | y \rangle \le 1$</li>
<li>if $\langle x | y \rangle$ is high ($\approx 1$) then we can say they're close to each other (distance is low)</li>
<li>if $\langle x | y \rangle$ is low ($\approx 0$) then we can say they're far to each other (distance is high)</li>
</ul>
<p>Given two states $|a\rangle, |b\rangle$ (with the same number of qubits, one or more), and a single <em>ancilla</em> state initialized to $|0\rangle$ we can implement the following circuit:</p>
<p><img src="swaptest.png" alt="Swap test pic"></p>
<p>Measuring ancilla register give us $|0\rangle$ with a certain probability, which must be interpreted this way:</p>
$$
\mathrm{Pr}[\text{ancilla readout }0] = \frac{1 + |\langle p | q \rangle|^2}{2}
\qquad
\mathrm{Pr}[\text{ancilla readout }1] = \frac{1 - |\langle p | q \rangle|^2}{2}$$
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<h3 id="How-to-calculate-inner-product-of-two-states-analitically">How to calculate inner product of two states analitically<a class="anchor-link" href="#How-to-calculate-inner-product-of-two-states-analitically">&#182;</a></h3><p>Be $|p\rangle = |00\rangle$ and $|q\rangle = |0+\rangle$.</p>
<p>Then $\langle 00 | 0+ \rangle = \begin{bmatrix} 1^* &amp; 0^* &amp; 0^* &amp; 0^* \end{bmatrix} \begin{bmatrix} 1/\sqrt{2} \\ 1/\sqrt{2} \\ 0 \\ 0 \end{bmatrix} = 1/\sqrt{2} \approx 0.707$.</p>
<p>Finally $|\langle 00 | 0+ \rangle|^2 = (1/\sqrt{2})^2 = 1/2$.</p>

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<h3 id="Qiskit-implementation-of-SWAP-test">Qiskit implementation of SWAP test<a class="anchor-link" href="#Qiskit-implementation-of-SWAP-test">&#182;</a></h3><p>We can easily define a function that append the SWAP test to any circuit. We must pass</p>
<ul>
<li>the circuit we are working on ;</li>
<li>the two registers <code>first_reg</code>, <code>second_reg</code> which must have the same size;</li>
<li>the ancilla register</li>
<li>the ancilla "readout" classical register</li>
</ul>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
<span class="kn">from</span> <span class="nn">qiskit</span> <span class="k">import</span> <span class="o">*</span>
<span class="kn">import</span> <span class="nn">math</span>
<span class="kn">import</span> <span class="nn">numpy</span>

<span class="k">def</span> <span class="nf">swap_test</span><span class="p">(</span><span class="n">circuit</span><span class="p">,</span> <span class="n">first_reg</span><span class="p">,</span> <span class="n">second_reg</span><span class="p">,</span> <span class="n">ancilla</span><span class="p">,</span> <span class="n">ancilla_readout</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Apply swap test to any qubit of the given register</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">circuit</span><span class="o">.</span><span class="n">barrier</span><span class="p">()</span>
    <span class="n">circuit</span><span class="o">.</span><span class="n">h</span><span class="p">(</span><span class="n">ancilla</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
    <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">first_reg</span><span class="p">)):</span>
        <span class="n">circuit</span><span class="o">.</span><span class="n">cswap</span><span class="p">(</span><span class="n">ancilla</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">first_reg</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">second_reg</span><span class="p">[</span><span class="n">i</span><span class="p">])</span>
    <span class="n">circuit</span><span class="o">.</span><span class="n">h</span><span class="p">(</span><span class="n">ancilla</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
    <span class="n">circuit</span><span class="o">.</span><span class="n">measure</span><span class="p">(</span><span class="n">ancilla</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">ancilla_readout</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
    <span class="k">return</span> <span class="n">circuit</span>
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<h3 id="Convince-yourself-that-this-circuit-works">Convince yourself that this circuit works<a class="anchor-link" href="#Convince-yourself-that-this-circuit-works">&#182;</a></h3><p>Some tests:</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># How many qubits for |p&gt;, |q&gt; register?</span>
<span class="n">n</span> <span class="o">=</span> <span class="mi">2</span>

<span class="n">p</span>  <span class="o">=</span> <span class="n">QuantumRegister</span><span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="s1">&#39;p&#39;</span><span class="p">)</span>
<span class="n">q</span>  <span class="o">=</span> <span class="n">QuantumRegister</span><span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="s1">&#39;q&#39;</span><span class="p">)</span>
<span class="n">a</span>  <span class="o">=</span> <span class="n">QuantumRegister</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;anc&#39;</span><span class="p">)</span>
<span class="n">ar</span> <span class="o">=</span> <span class="n">ClassicalRegister</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;ancr&#39;</span><span class="p">)</span>
<span class="n">circuit</span> <span class="o">=</span> <span class="n">QuantumCircuit</span><span class="p">(</span><span class="n">p</span><span class="p">,</span> <span class="n">q</span><span class="p">,</span> <span class="n">a</span><span class="p">,</span> <span class="n">ar</span><span class="p">)</span>

<span class="c1"># Initialize registers here!</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">h</span><span class="p">(</span><span class="n">q</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">h</span><span class="p">(</span><span class="n">q</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>


<span class="n">swap_test</span><span class="p">(</span><span class="n">circuit</span><span class="p">,</span> <span class="n">p</span><span class="p">,</span> <span class="n">q</span><span class="p">,</span> <span class="n">a</span><span class="p">,</span> <span class="n">ar</span><span class="p">)</span>
<span class="n">counts</span> <span class="o">=</span> <span class="n">execute</span><span class="p">(</span><span class="n">circuit</span><span class="p">,</span> <span class="n">backend</span><span class="o">=</span><span class="n">Aer</span><span class="o">.</span><span class="n">get_backend</span><span class="p">(</span><span class="s2">&quot;qasm_simulator&quot;</span><span class="p">),</span> <span class="n">shots</span><span class="o">=</span><span class="mi">100000</span><span class="p">)</span><span class="o">.</span><span class="n">result</span><span class="p">()</span><span class="o">.</span><span class="n">get_counts</span><span class="p">()</span>
<span class="n">count_0</span> <span class="o">=</span> <span class="n">counts</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;0&#39;</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
<span class="n">count_1</span> <span class="o">=</span> <span class="n">counts</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;1&#39;</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
<span class="n">probability_0</span> <span class="o">=</span> <span class="n">count_0</span> <span class="o">/</span> <span class="p">(</span> <span class="n">count_0</span> <span class="o">+</span> <span class="n">count_1</span> <span class="p">)</span>
<span class="n">inner_product_squared</span> <span class="o">=</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">probability_0</span> <span class="o">-</span> <span class="mi">1</span>

<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Inner product squared is </span><span class="si">{: .3f}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">inner_product_squared</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">circuit</span><span class="o">.</span><span class="n">draw</span><span class="p">())</span>
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<pre>Inner product squared is  0.252
              ░                    
   p_0: ──────░───────X────────────
              ░       │            
   p_1: ──────░───────┼──X─────────
        ┌───┐ ░       │  │         
   q_0: ┤ H ├─░───────X──┼─────────
        ├───┤ ░       │  │         
   q_1: ┤ H ├─░───────┼──X─────────
        └───┘ ░ ┌───┐ │  │ ┌───┐┌─┐
 anc_0: ──────░─┤ H ├─■──■─┤ H ├┤M├
              ░ └───┘      └───┘└╥┘
ancr: 1/═════════════════════════╩═
                                 0 
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<p>Some results:</p>
<table>
<thead><tr>
<th>$</th>
<th>p\rangle$</th>
<th style="text-align:right">$</th>
<th style="text-align:right">q\rangle$</th>
<th style="text-align:right">$\langle p</th>
<th>q\rangle$</th>
<th>$</th>
<th>\langle p</th>
<th>q\rangle</th>
<th>^2$ expected</th>
<th>$</th>
<th>\langle p</th>
<th>q\rangle</th>
<th>^2$ actual</th>
</tr>
</thead>
<tbody>
<tr>
<td>======</td>
<td>======</td>
<td style="text-align:right">======</td>
<td style="text-align:right">===============</td>
<td style="text-align:right">===============</td>
</tr>
<tr>
<td>$</td>
<td>0\rangle$</td>
<td style="text-align:right">$</td>
<td style="text-align:right">0\rangle$</td>
<td style="text-align:right">1.000</td>
<td>1.000</td>
<td>1.000</td>
</tr>
<tr>
<td>$</td>
<td>1\rangle$</td>
<td style="text-align:right">$</td>
<td style="text-align:right">1\rangle$</td>
<td style="text-align:right">1.000</td>
<td>1.000</td>
<td>1.000</td>
</tr>
<tr>
<td>$</td>
<td>+\rangle$</td>
<td style="text-align:right">$</td>
<td style="text-align:right">+\rangle$</td>
<td style="text-align:right">1.000</td>
<td>1.000</td>
<td>1.000</td>
</tr>
<tr>
<td>$</td>
<td>0\rangle$</td>
<td style="text-align:right">$</td>
<td style="text-align:right">1\rangle$</td>
<td style="text-align:right">0.000</td>
<td>0.000</td>
<td>-0.006</td>
</tr>
<tr>
<td>$</td>
<td>0\rangle$</td>
<td style="text-align:right">$</td>
<td style="text-align:right">+\rangle$</td>
<td style="text-align:right">0.707</td>
<td>0.500</td>
<td>0.498</td>
</tr>
<tr>
<td>$</td>
<td>00\rangle$</td>
<td style="text-align:right">$</td>
<td style="text-align:right">00\rangle$</td>
<td style="text-align:right">1.000</td>
<td>1.000</td>
<td>1.000</td>
</tr>
<tr>
<td>$</td>
<td>00\rangle$</td>
<td style="text-align:right">$</td>
<td style="text-align:right">0+\rangle$</td>
<td style="text-align:right">0.707</td>
<td>0.500</td>
<td>0.502</td>
</tr>
<tr>
<td>$</td>
<td>00\rangle$</td>
<td style="text-align:right">$</td>
<td style="text-align:right">++\rangle$</td>
<td style="text-align:right">0.500</td>
<td>0.250</td>
<td>0.247</td>
</tr>
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<p><em>Note</em>: if $|p\rangle, |q\rangle$ orthogonal then we have 50/50% probability to read zero and one. However, due to hardware error we can have something like 48/52% of probability to read 0 and 1 respectively, so our inner product squared is sightly less than zero.</p>
<p>You can consider an error of $\pm 0.01$.</p>

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<h2 id="Schuld-Fingerhuth-Petruccione-Classificator">Schuld-Fingerhuth-Petruccione Classificator<a class="anchor-link" href="#Schuld-Fingerhuth-Petruccione-Classificator">&#182;</a></h2><h3 id="Resources">Resources<a class="anchor-link" href="#Resources">&#182;</a></h3><p>Paper: <a href="https://arxiv.org/pdf/1703.10793.pdf">Implementing a distance-based classifier with a quantum interference circuit</a></p>
<p>Schuld's post on Medium.com: <a href="https://medium.com/qiskit/building-the-worlds-smallest-quantum-classifier-7da7cd845b84">link</a></p>
<p>Fingerhuth's Github w/ source code: <a href="https://github.com/markf94/ibmq_code_epl_119_60002">link</a></p>
<h3 id="The-paper,-briefly">The paper, briefly<a class="anchor-link" href="#The-paper,-briefly">&#182;</a></h3><p>Quantum circuit implementing the distance-based classifier using the two training vectors $x_0$ and $x_1$
and the input vector $\tilde{x}$ from Iris flower dataset.</p>
<h3 id="Training-set-and-testing-set">Training set and testing set<a class="anchor-link" href="#Training-set-and-testing-set">&#182;</a></h3><p>For each vector $x$ in Iris dataset we use only two features instead of four, each vector now fits in a single-qubit register. Finally it's scaled and normalized.</p>
<p>At this point, $x$ represent a point on the unit circle. We can efficiently encode it using a single rotation $\textrm{Ry}(\theta)$. In particular, given $x = (a, b) \in \mathbb{R}^2 \iff \cos(\theta) = a \land \sin(\theta) = b \iff \tan(\theta) = b/a$.</p>
<p><em>Note</em>: function <code>atan2(b,a)</code> handles also special cases like $a = 0$.</p>
<p>The training dataset is:</p>
<ul>
<li>$x_0 = (0, 1), y_0 = -1$ (Iris sample 33 from Roberts), and </li>
<li>$x_1 = (0.7886, 0.6148), y_1 = 1$ (Iris sample 85). </li>
</ul>
<p>Testing set is:</p>
<ul>
<li>$x' = (-0.549, 0.836)$</li>
<li>$x'' = (0.053, 0.999)$.</li>
</ul>
<p>For these vectors, the associated angles are:</p>
<table>
<thead><tr>
<th>vector</th>
<th style="text-align:right">a</th>
<th style="text-align:right">b</th>
<th style="text-align:right">theta = 2 * atan2(b,a)</th>
</tr>
</thead>
<tbody>
<tr>
<td>$x_0 $</td>
<td style="text-align:right">$ 0.0000$</td>
<td style="text-align:right">$1.0000$</td>
<td style="text-align:right">$                              \pi$</td>
</tr>
<tr>
<td>$x_1 $</td>
<td style="text-align:right">$ 0.7886$</td>
<td style="text-align:right">$0.6148$</td>
<td style="text-align:right">$                       1.32436684$</td>
</tr>
<tr>
<td>$x'  $</td>
<td style="text-align:right">$-0.5489$</td>
<td style="text-align:right">$0.8358$</td>
<td style="text-align:right">$-1.97940061$ <br/>($+2\pi = 4.3036448$)</td>
</tr>
<tr>
<td>$x'' $</td>
<td style="text-align:right">$ 0.0531$</td>
<td style="text-align:right">$0.9986$</td>
<td style="text-align:right">$                       3.03534383$</td>
</tr>
</tbody>
</table>
<p>You must pass $\textrm{Ry}$ angles multiplied by two (see matrix definition of $\mathrm{Ry}$ operator).</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">names</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;x0&quot;</span><span class="p">,</span>   <span class="s2">&quot;x1&quot;</span><span class="p">,</span>    <span class="s2">&quot;x&#39;&quot;</span><span class="p">,</span>  <span class="s2">&quot;x&#39;&#39;&quot;</span><span class="p">]</span>
<span class="n">a</span>     <span class="o">=</span> <span class="p">[</span>   <span class="mi">0</span><span class="p">,</span> <span class="mf">0.7886</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5489</span><span class="p">,</span> <span class="mf">0.0531</span><span class="p">]</span>
<span class="n">b</span>     <span class="o">=</span> <span class="p">[</span>   <span class="mi">1</span><span class="p">,</span> <span class="mf">0.6148</span><span class="p">,</span>  <span class="mf">0.8358</span><span class="p">,</span> <span class="mf">0.9986</span><span class="p">]</span>
<span class="n">thetas</span> <span class="o">=</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">numpy</span><span class="o">.</span><span class="n">arctan2</span><span class="p">(</span><span class="n">b</span><span class="p">,</span> <span class="n">a</span><span class="p">)</span>
<span class="n">thetas</span>
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<pre>array([3.14159265, 1.32436684, 4.3037847 , 3.03534383])</pre>
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<p>You can check that the angle $\theta$ associated to $x$ perform this transofrmation:</p>
$$ |0\rangle \mapsto \mathrm{Ry}(\theta)|0\rangle = |x\rangle$$
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">is_angle_correct</span><span class="p">(</span><span class="n">vector</span><span class="p">,</span> <span class="n">angle</span><span class="p">):</span>
    <span class="n">circuit</span> <span class="o">=</span> <span class="n">QuantumCircuit</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
    <span class="n">circuit</span><span class="o">.</span><span class="n">ry</span><span class="p">(</span><span class="n">angle</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
    <span class="n">statevector</span> <span class="o">=</span> <span class="n">execute</span><span class="p">(</span><span class="n">circuit</span><span class="p">,</span> <span class="n">backend</span><span class="o">=</span><span class="n">Aer</span><span class="o">.</span><span class="n">get_backend</span><span class="p">(</span><span class="s1">&#39;statevector_simulator&#39;</span><span class="p">))</span><span class="o">.</span><span class="n">result</span><span class="p">()</span><span class="o">.</span><span class="n">get_statevector</span><span class="p">()</span>
    <span class="k">return</span> <span class="n">numpy</span><span class="o">.</span><span class="n">allclose</span><span class="p">(</span><span class="n">vector</span><span class="p">,</span> <span class="n">statevector</span><span class="p">,</span> <span class="n">atol</span><span class="o">=</span><span class="mf">0.001</span><span class="p">)</span>

<span class="c1"># training set x0 angle. Note that Ry(pi) = X operator</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Training set x0  correctness: &quot;</span><span class="p">,</span> <span class="n">is_angle_correct</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="p">))</span>
    
<span class="c1"># training set x1 angle</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Training set x1  correctness: &quot;</span><span class="p">,</span> <span class="n">is_angle_correct</span><span class="p">([</span><span class="mf">0.78861006</span><span class="p">,</span> <span class="mf">0.614893628</span><span class="p">],</span> <span class="mf">1.3245</span><span class="p">))</span>

<span class="c1"># training set x&#39; angle. Note that Ry(pi) = X operator</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Testing  set x&#39;  correctness: &quot;</span><span class="p">,</span> <span class="n">is_angle_correct</span><span class="p">([</span><span class="o">-</span><span class="mf">0.5488819155</span><span class="p">,</span> <span class="mf">0.8358999</span><span class="p">],</span> <span class="mf">4.30417579487669</span><span class="p">))</span>

<span class="c1"># training set x&#39;&#39; angle</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Testing  set x&#39;&#39; correctness: &quot;</span><span class="p">,</span> <span class="n">is_angle_correct</span><span class="p">([</span><span class="mf">0.05308495</span><span class="p">,</span> <span class="mf">0.99859</span><span class="p">],</span> <span class="mf">3.0357101997648965</span><span class="p">))</span>
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<pre>Training set x0  correctness:  True
Training set x1  correctness:  True
Testing  set x&#39;  correctness:  True
Testing  set x&#39;&#39; correctness:  True
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<h3 id="The-formula">The formula<a class="anchor-link" href="#The-formula">&#182;</a></h3><p>The dataset is:</p>
$$ \mathcal{D} = \{ (x_0, y_0); (x_1, y_1) \} \qquad y_0 = -1 \qquad y_1 = 1$$<p>Then the predected label is:
$$ \tilde{y} 
= \textrm{sign} \Big( \sum_{m \in \{0, 1\}} y_m \cdot \Big[ 1 - \frac{1}{4 \cdot |\mathcal{D}|} \langle \tilde{x} | x_m \rangle^2 \Big] \Big)$$</p>
<h3 id="The-circuit">The circuit<a class="anchor-link" href="#The-circuit">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">qiskit.circuit.library.standard_gates</span> <span class="k">import</span> <span class="o">*</span>

<span class="n">x_1</span>     <span class="o">=</span> <span class="p">[</span> <span class="mf">0.0000</span><span class="p">,</span> <span class="mf">1.0000</span><span class="p">]</span>
<span class="n">x_0</span>     <span class="o">=</span> <span class="p">[</span> <span class="mf">0.7886</span><span class="p">,</span> <span class="mf">0.6148</span><span class="p">]</span>
<span class="n">x_tilde</span> <span class="o">=</span> <span class="p">[</span> <span class="mf">0.0531</span><span class="p">,</span> <span class="mf">0.9986</span><span class="p">]</span>

<span class="n">theta_0</span> <span class="o">=</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">numpy</span><span class="o">.</span><span class="n">arctan2</span><span class="p">(</span><span class="n">x_0</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">x_0</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">theta_1</span> <span class="o">=</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">numpy</span><span class="o">.</span><span class="n">arctan2</span><span class="p">(</span><span class="n">x_1</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">x_1</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">theta_tilde</span> <span class="o">=</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">numpy</span><span class="o">.</span><span class="n">arctan2</span><span class="p">(</span><span class="n">x_tilde</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">x_tilde</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>

<span class="n">ancilla_reg</span> <span class="o">=</span> <span class="n">QuantumRegister</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;ancilla&#39;</span><span class="p">)</span>
<span class="n">index_reg</span>   <span class="o">=</span> <span class="n">QuantumRegister</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;index&#39;</span><span class="p">)</span>
<span class="n">data_reg</span>    <span class="o">=</span> <span class="n">QuantumRegister</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;data&#39;</span><span class="p">)</span>
<span class="n">class_reg</span>   <span class="o">=</span> <span class="n">QuantumRegister</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;class&#39;</span><span class="p">)</span>
<span class="n">readout_reg</span> <span class="o">=</span> <span class="n">ClassicalRegister</span><span class="p">(</span><span class="mi">4</span><span class="p">,</span> <span class="s1">&#39;readout&#39;</span><span class="p">)</span>

<span class="n">circuit</span> <span class="o">=</span> <span class="n">QuantumCircuit</span><span class="p">(</span><span class="n">ancilla_reg</span><span class="p">,</span> <span class="n">index_reg</span><span class="p">,</span> <span class="n">data_reg</span><span class="p">,</span> <span class="n">class_reg</span><span class="p">,</span> <span class="n">readout_reg</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># STEP A: The ancilla and index qubits are put into uniform superposition.</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">h</span><span class="p">(</span><span class="n">ancilla_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">h</span><span class="p">(</span><span class="n">index_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>

<span class="c1"># STEP B: The test vector $x_tilde$ is entangled with the ground state of the ancilla.</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">barrier</span><span class="p">()</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">cry</span><span class="p">(</span><span class="n">theta_tilde</span><span class="p">,</span> <span class="n">ancilla_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">data_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="c1"># (!) x&#39; initialization; x&#39; is entangle with ANCILLA=0</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span>
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<pre style="word-wrap: normal;white-space: pre;background: #fff0;line-height: 1.1;font-family: &quot;Courier New&quot;,Courier,monospace">           ┌───┐ ░               
ancilla_0: ┤ H ├─░───────■───────
           ├───┤ ░       │       
  index_0: ┤ H ├─░───────┼───────
           └───┘ ░ ┌─────┴──────┐
   data_0: ──────░─┤ RY(3.0353) ├
                 ░ └────────────┘
  class_0: ──────░───────────────
                 ░               
readout: 4/══════════════════════
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># STEP C: The training vector $x_0$ is entangled with the excited state </span>
<span class="c1"># of the ancilla and the ground state of the index qubit.</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">barrier</span><span class="p">()</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">x</span><span class="p">(</span><span class="n">ancilla_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> 
<span class="n">CCRY_X0</span> <span class="o">=</span> <span class="n">RYGate</span><span class="p">(</span><span class="n">theta_0</span><span class="p">)</span><span class="o">.</span><span class="n">control</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span> <span class="c1"># create 2*controlled version of this gate</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">CCRY_X0</span><span class="p">,</span> <span class="p">[</span><span class="n">ancilla_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">index_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">data_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">]])</span> <span class="c1"># (!) x0 initialization; x0 must be entangle with ANCILLA=1, INPUT=0</span>

<span class="c1"># STEP D: Entangle training vector $x_1$ with the excited state of the ancilla and the index qubit.</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">barrier</span><span class="p">()</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">x</span><span class="p">(</span><span class="n">index_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">CCRY_X1</span> <span class="o">=</span> <span class="n">RYGate</span><span class="p">(</span><span class="n">theta_1</span><span class="p">)</span><span class="o">.</span><span class="n">control</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span> <span class="c1"># create 2*controlled version of this gate</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">CCRY_X1</span><span class="p">,</span> <span class="p">[</span><span class="n">ancilla_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">index_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">data_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">]])</span> <span class="c1"># (!) x1 initialization; x1 must be entangle with ANCILLA=1, INPUT=1</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span>
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<pre style="word-wrap: normal;white-space: pre;background: #fff0;line-height: 1.1;font-family: &quot;Courier New&quot;,Courier,monospace">           ┌───┐ ░                ░ ┌───┐               ░                
ancilla_0: ┤ H ├─░───────■────────░─┤ X ├──────■────────░──────────■─────
           ├───┤ ░       │        ░ └───┘      │        ░ ┌───┐    │     
  index_0: ┤ H ├─░───────┼────────░────────────■────────░─┤ X ├────■─────
           └───┘ ░ ┌─────┴──────┐ ░      ┌─────┴──────┐ ░ └───┘┌───┴────┐
   data_0: ──────░─┤ RY(3.0353) ├─░──────┤ RY(1.3244) ├─░──────┤ RY(pi) ├
                 ░ └────────────┘ ░      └────────────┘ ░      └────────┘
  class_0: ──────░────────────────░─────────────────────░────────────────
                 ░                ░                     ░                
readout: 4/══════════════════════════════════════════════════════════════
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># STEP E: The data and class qubits are swapped and the class qubit is flipped conditioned</span>
<span class="c1"># on the index qubit being $|1\rangle$ which completes the initial state preparation.</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">barrier</span><span class="p">()</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">cswap</span><span class="p">(</span><span class="n">index_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">data_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">class_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>

<span class="c1"># STEP F: The Hadamard gate interferes the copies of $\tilde{x}$ with the training vectors </span>
<span class="c1"># and the ancilla is measured followed by a measurement of the class qubit (due to prior </span>
<span class="c1"># swapping now at the position of the |i&gt; qubit) when the ancilla was found to </span>
<span class="c1"># be in the |0&gt; state.</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">barrier</span><span class="p">()</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">h</span><span class="p">(</span><span class="n">ancilla_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">measure</span><span class="p">([</span><span class="n">ancilla_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">index_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">data_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">class_reg</span><span class="p">[</span><span class="mi">0</span><span class="p">]],</span> <span class="n">readout_reg</span><span class="p">)</span>
<span class="n">circuit</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span>
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<pre style="word-wrap: normal;white-space: pre;background: #fff0;line-height: 1.1;font-family: &quot;Courier New&quot;,Courier,monospace">           ┌───┐ ░                ░ ┌───┐               ░                 ░    »
ancilla_0: ┤ H ├─░───────■────────░─┤ X ├──────■────────░──────────■──────░────»
           ├───┤ ░       │        ░ └───┘      │        ░ ┌───┐    │      ░    »
  index_0: ┤ H ├─░───────┼────────░────────────■────────░─┤ X ├────■──────░──■─»
           └───┘ ░ ┌─────┴──────┐ ░      ┌─────┴──────┐ ░ └───┘┌───┴────┐ ░  │ »
   data_0: ──────░─┤ RY(3.0353) ├─░──────┤ RY(1.3244) ├─░──────┤ RY(pi) ├─░──X─»
                 ░ └────────────┘ ░      └────────────┘ ░      └────────┘ ░  │ »
  class_0: ──────░────────────────░─────────────────────░─────────────────░──X─»
                 ░                ░                     ░                 ░    »
readout: 4/════════════════════════════════════════════════════════════════════»
                                                                               »
«            ░ ┌───┐      ┌─┐
«ancilla_0: ─░─┤ H ├──────┤M├
«            ░ └┬─┬┘      └╥┘
«  index_0: ─░──┤M├────────╫─
«            ░  └╥┘ ┌─┐    ║ 
«   data_0: ─░───╫──┤M├────╫─
«            ░   ║  └╥┘┌─┐ ║ 
«  class_0: ─░───╫───╫─┤M├─╫─
«            ░   ║   ║ └╥┘ ║ 
«readout: 4/═════╩═══╩══╩══╩═
«                1   2  3  0 </pre>
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<h3 id="Results-interpretation">Results interpretation<a class="anchor-link" href="#Results-interpretation">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">interpret_results</span><span class="p">(</span><span class="n">result_counts</span><span class="p">):</span>
        
    <span class="c1"># pass from dictionary notation {key: value} to list notation [ (key, value) ]</span>
    <span class="n">count_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">result_counts</span><span class="o">.</span><span class="n">items</span><span class="p">())</span>
    <span class="c1">#print(f&quot;Readout: {count_list}&quot;)</span>
    
    <span class="c1"># keep results only when ANCILLA=0, discard any ANCILLA=1</span>
    <span class="n">ANCILLA_INDEX</span> <span class="o">=</span> <span class="mi">3</span> <span class="c1"># bit0 least significative -&gt; last in string</span>
    <span class="n">count_list</span> <span class="o">=</span> <span class="p">[(</span><span class="n">state</span><span class="p">,</span> <span class="n">occ</span><span class="p">)</span> <span class="k">for</span> <span class="n">state</span><span class="p">,</span> <span class="n">occ</span> <span class="ow">in</span> <span class="n">count_list</span> <span class="k">if</span> <span class="n">state</span><span class="p">[</span><span class="n">ANCILLA_INDEX</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;0&#39;</span><span class="p">]</span>
    <span class="c1">#print(f&quot;Only ANCILLA=0: {count_list}&quot;)</span>

    <span class="c1"># get results for each class</span>
    <span class="n">CLASS_INDEX</span> <span class="o">=</span> <span class="mi">2</span>
    <span class="n">count_0</span> <span class="o">=</span> <span class="p">[(</span><span class="n">state</span><span class="p">,</span> <span class="n">occ</span><span class="p">)</span> <span class="k">for</span> <span class="n">state</span><span class="p">,</span> <span class="n">occ</span> <span class="ow">in</span> <span class="n">count_list</span> <span class="k">if</span> <span class="n">state</span><span class="p">[</span><span class="n">CLASS_INDEX</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;0&#39;</span><span class="p">]</span>
    <span class="n">count_1</span> <span class="o">=</span> <span class="p">[(</span><span class="n">state</span><span class="p">,</span> <span class="n">occ</span><span class="p">)</span> <span class="k">for</span> <span class="n">state</span><span class="p">,</span> <span class="n">occ</span> <span class="ow">in</span> <span class="n">count_list</span> <span class="k">if</span> <span class="n">state</span><span class="p">[</span><span class="n">CLASS_INDEX</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;1&#39;</span><span class="p">]</span>
    <span class="c1">#print(f&quot;Class 0: {count_0}&quot;)</span>
    <span class="c1">#print(f&quot;Class 1: {count_1}&quot;)</span>
    
    <span class="n">total</span>  <span class="o">=</span> <span class="nb">sum</span><span class="p">([</span><span class="n">occ</span> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">occ</span> <span class="ow">in</span> <span class="n">count_list</span><span class="p">])</span>
    <span class="n">prob_0</span> <span class="o">=</span> <span class="nb">sum</span><span class="p">([</span><span class="n">occ</span> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">occ</span> <span class="ow">in</span> <span class="n">count_0</span><span class="p">])</span> <span class="o">/</span> <span class="n">total</span>
    <span class="n">prob_1</span> <span class="o">=</span> <span class="nb">sum</span><span class="p">([</span><span class="n">occ</span> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">occ</span> <span class="ow">in</span> <span class="n">count_1</span><span class="p">])</span> <span class="o">/</span> <span class="n">total</span>
    
    <span class="k">return</span> <span class="p">(</span><span class="n">prob_0</span><span class="p">,</span> <span class="n">prob_1</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">get_class</span><span class="p">(</span><span class="n">prob_0</span><span class="p">,</span> <span class="n">prob_1</span><span class="p">):</span>
    <span class="k">if</span> <span class="n">numpy</span><span class="o">.</span><span class="n">abs</span><span class="p">(</span><span class="n">prob_0</span> <span class="o">-</span> <span class="n">prob_1</span><span class="p">)</span> <span class="o">&lt;</span> <span class="mf">0.01</span><span class="p">:</span>
        <span class="k">return</span> <span class="s2">&quot;50/50&quot;</span>
    <span class="k">elif</span> <span class="n">prob_0</span> <span class="o">&gt;</span> <span class="n">prob_1</span><span class="p">:</span>
        <span class="k">return</span> <span class="s2">&quot;Y0&quot;</span>
    <span class="k">else</span><span class="p">:</span>
        <span class="k">return</span> <span class="s2">&quot;Y1&quot;</span>    
    
<span class="n">result_counts</span> <span class="o">=</span> <span class="n">execute</span><span class="p">(</span><span class="n">circuit</span><span class="p">,</span> <span class="n">Aer</span><span class="o">.</span><span class="n">get_backend</span><span class="p">(</span><span class="s1">&#39;qasm_simulator&#39;</span><span class="p">),</span> <span class="n">shots</span><span class="o">=</span><span class="mi">16384</span><span class="p">)</span><span class="o">.</span><span class="n">result</span><span class="p">()</span><span class="o">.</span><span class="n">get_counts</span><span class="p">()</span>
<span class="p">(</span><span class="n">prob_0</span><span class="p">,</span> <span class="n">prob_1</span><span class="p">)</span> <span class="o">=</span> <span class="n">interpret_results</span><span class="p">(</span><span class="n">result_counts</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="s2">&quot;Probability class 0: </span><span class="si">{prob_0}</span><span class="s2">; probability class 1: </span><span class="si">{prob_1}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="s2">&quot;Class: {get_class(prob_0, prob_1)}&quot;</span><span class="p">)</span>
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<pre>Probability class 0: 0.4540229885057471; probability class 1: 0.5459770114942529
Class: Y1
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<h3 id="When-running-on-a-real-quantum-device...">When running on a real quantum device...<a class="anchor-link" href="#When-running-on-a-real-quantum-device...">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">circuit</span><span class="o">.</span><span class="n">draw</span><span class="p">()</span>
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<pre style="word-wrap: normal;white-space: pre;background: #fff0;line-height: 1.1;font-family: &quot;Courier New&quot;,Courier,monospace">           ┌───┐ ░                ░ ┌───┐               ░                 ░    »
ancilla_0: ┤ H ├─░───────■────────░─┤ X ├──────■────────░──────────■──────░────»
           ├───┤ ░       │        ░ └───┘      │        ░ ┌───┐    │      ░    »
  index_0: ┤ H ├─░───────┼────────░────────────■────────░─┤ X ├────■──────░──■─»
           └───┘ ░ ┌─────┴──────┐ ░      ┌─────┴──────┐ ░ └───┘┌───┴────┐ ░  │ »
   data_0: ──────░─┤ RY(3.0353) ├─░──────┤ RY(1.3244) ├─░──────┤ RY(pi) ├─░──X─»
                 ░ └────────────┘ ░      └────────────┘ ░      └────────┘ ░  │ »
  class_0: ──────░────────────────░─────────────────────░─────────────────░──X─»
                 ░                ░                     ░                 ░    »
readout: 4/════════════════════════════════════════════════════════════════════»
                                                                               »
«            ░ ┌───┐      ┌─┐
«ancilla_0: ─░─┤ H ├──────┤M├
«            ░ └┬─┬┘      └╥┘
«  index_0: ─░──┤M├────────╫─
«            ░  └╥┘ ┌─┐    ║ 
«   data_0: ─░───╫──┤M├────╫─
«            ░   ║  └╥┘┌─┐ ║ 
«  class_0: ─░───╫───╫─┤M├─╫─
«            ░   ║   ║ └╥┘ ║ 
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«                1   2  3  0 </pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">IBMQ</span><span class="o">.</span><span class="n">load_account</span><span class="p">()</span>
<span class="n">provider</span> <span class="o">=</span> <span class="n">IBMQ</span><span class="o">.</span><span class="n">get_provider</span><span class="p">(</span><span class="s1">&#39;ibm-q&#39;</span><span class="p">)</span>
<span class="n">backend</span> <span class="o">=</span> <span class="n">provider</span><span class="o">.</span><span class="n">get_backend</span><span class="p">(</span><span class="s1">&#39;ibmq_5_yorktown&#39;</span><span class="p">)</span>
<span class="n">new_circuit</span> <span class="o">=</span> <span class="n">transpile</span><span class="p">(</span><span class="n">circuit</span><span class="p">,</span> <span class="n">backend</span><span class="p">)</span>
<span class="n">new_circuit</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">output</span><span class="o">=</span><span class="s1">&#39;mpl&#39;</span><span class="p">)</span>
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<pre>/home/incud/anaconda3/lib/python3.7/site-packages/qiskit/providers/ibmq/ibmqfactory.py:192: UserWarning: Timestamps in IBMQ backend properties, jobs, and job results are all now in local time instead of UTC.
  warnings.warn(&#39;Timestamps in IBMQ backend properties, jobs, and job results &#39;
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<h1 id="Variational-classifiers">Variational classifiers<a class="anchor-link" href="#Variational-classifiers">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pennylane</span> <span class="k">as</span> <span class="nn">qml</span>
<span class="kn">from</span> <span class="nn">pennylane</span> <span class="k">import</span> <span class="n">numpy</span> <span class="k">as</span> <span class="n">np</span> <span class="c1"># important!</span>
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<h2 id="Creating-the-first-circuit-on-Pennylane">Creating the first circuit on Pennylane<a class="anchor-link" href="#Creating-the-first-circuit-on-Pennylane">&#182;</a></h2><p>First we create a quantum device.</p>
<p><em>Pennylane</em> has in-build simulators and also lets you run the circuit on some real architectures (Qiskit, Google Cirq, ...).</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dev</span> <span class="o">=</span> <span class="n">qml</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;default.qubit&#39;</span><span class="p">,</span> <span class="n">wires</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> <span class="c1"># default simulator, 1 qubit</span>
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<p>Through decorator <code>@qml.qnode(dev)</code> we specify which platform will Pennylane use to run the circuit. It is equivalent to Qiskit's <code>execute(circuit, backend=dev)</code>.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="nd">@qml</span><span class="o">.</span><span class="n">qnode</span><span class="p">(</span><span class="n">dev</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">circuit</span><span class="p">(</span><span class="n">params</span><span class="p">):</span>
    <span class="n">qml</span><span class="o">.</span><span class="n">RX</span><span class="p">(</span><span class="n">params</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">wires</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
    <span class="n">qml</span><span class="o">.</span><span class="n">RY</span><span class="p">(</span><span class="n">params</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">wires</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
    <span class="c1"># qubit 0 measurement on |0&gt;, |1&gt; basis</span>
    <span class="k">return</span> <span class="n">qml</span><span class="o">.</span><span class="n">expval</span><span class="p">(</span><span class="n">qml</span><span class="o">.</span><span class="n">PauliZ</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span> 
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<p>This circuit implements the following transformation:</p>
$$ |0\rangle \mapsto |\psi\rangle = R_y(\theta_2) R_x(\theta_1) |0\rangle $$<p>The expected outcome is:</p>
$$ \langle \psi | \sigma_z | \phi \rangle
= \langle 0 | R_x(\theta_1)^\dagger R_y(\theta_2)^\dagger \sigma_z R_y(\theta_2) R_x(\theta_1) | 0 \rangle
= \cos(\theta_1) \cos(\theta_2)
$$
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">params</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="s2">&quot;{circuit(params)} equals {np.cos(params[0]) * np.cos(params[1])}&quot;</span><span class="p">)</span>

<span class="n">params</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="s2">&quot;{circuit(params)} equals {np.cos(params[0]) * np.cos(params[1])}&quot;</span><span class="p">)</span>
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<pre>0.8775825618903726 equals 0.8775825618903728
1.0 equals 1.0
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<h2 id="Optimize-the-cost-function">Optimize the cost function<a class="anchor-link" href="#Optimize-the-cost-function">&#182;</a></h2><p>We define a cost function using our circuit.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">cost</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">circuit</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">opt</span> <span class="o">=</span> <span class="n">qml</span><span class="o">.</span><span class="n">GradientDescentOptimizer</span><span class="p">(</span><span class="n">stepsize</span><span class="o">=</span><span class="mf">0.05</span><span class="p">)</span>

<span class="n">steps</span> <span class="o">=</span> <span class="mi">30</span>

<span class="n">params</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.5</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">]</span> <span class="c1"># random initial parameters</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">steps</span><span class="p">):</span>
    <span class="c1"># update params</span>
    <span class="n">params</span> <span class="o">=</span> <span class="n">opt</span><span class="o">.</span><span class="n">step</span><span class="p">(</span><span class="n">cost</span><span class="p">,</span> <span class="n">params</span><span class="p">)</span>
    <span class="c1"># print updates</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Cost after step </span><span class="si">{:2d}</span><span class="s2">: </span><span class="si">{: .5f}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">cost</span><span class="p">(</span><span class="n">params</span><span class="p">)))</span>
    
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Optimized rotation angles: params[0]=</span><span class="si">{:.4f}</span><span class="s2"> params[1]=</span><span class="si">{:.4f}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">params</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">params</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span>
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<pre>Cost after step  0:  0.75222
Cost after step  1:  0.73335
Cost after step  2:  0.71357
Cost after step  3:  0.69292
Cost after step  4:  0.67145
Cost after step  5:  0.64920
Cost after step  6:  0.62627
Cost after step  7:  0.60272
Cost after step  8:  0.57867
Cost after step  9:  0.55420
Cost after step 10:  0.52944
Cost after step 11:  0.50450
Cost after step 12:  0.47950
Cost after step 13:  0.45458
Cost after step 14:  0.42985
Cost after step 15:  0.40544
Cost after step 16:  0.38146
Cost after step 17:  0.35801
Cost after step 18:  0.33520
Cost after step 19:  0.31311
Cost after step 20:  0.29181
Cost after step 21:  0.27137
Cost after step 22:  0.25183
Cost after step 23:  0.23323
Cost after step 24:  0.21559
Cost after step 25:  0.19892
Cost after step 26:  0.18323
Cost after step 27:  0.16850
Cost after step 28:  0.15473
Cost after step 29:  0.14188
Optimized rotation angles: params[0]=1.1846 params[1]=1.1846
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<h1 id="Exercises">Exercises<a class="anchor-link" href="#Exercises">&#182;</a></h1><p>Try to modify one of the classifier presented during the lesson in order to solve <em>Iris classification</em>.</p>
<ul>
<li>(+) test accuracy of classifier;</li>
<li>(+) 2 features $\to$ 4 features;</li>
<li>(++) implement IRIS in variational model (<a href="https://pennylane.ai/qml/demos/tutorial_variational_classifier.html#iris-classification"><em>hint</em></a>);</li>
<li>(+++) binary classification $\to$ n-ary classification.</li>
</ul>
<p>The dataset can be found in <code>scikit-learn</code> library.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">!</span>pip install scikit-learn
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<pre>Requirement already satisfied: scikit-learn in /home/incud/anaconda3/lib/python3.7/site-packages (0.21.3)
Requirement already satisfied: scipy&gt;=0.17.0 in /home/incud/.local/lib/python3.7/site-packages (from scikit-learn) (1.4.1)
Requirement already satisfied: numpy&gt;=1.11.0 in /home/incud/anaconda3/lib/python3.7/site-packages (from scikit-learn) (1.17.2)
Requirement already satisfied: joblib&gt;=0.11 in /home/incud/anaconda3/lib/python3.7/site-packages (from scikit-learn) (0.13.2)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn</span> <span class="k">import</span> <span class="n">datasets</span>
<span class="n">iris</span> <span class="o">=</span> <span class="n">datasets</span><span class="o">.</span><span class="n">load_iris</span><span class="p">()</span>
<span class="nb">print</span><span class="p">(</span><span class="n">iris</span><span class="o">.</span><span class="n">DESCR</span><span class="p">)</span>
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<pre>.. _iris_dataset:

Iris plants dataset
--------------------

**Data Set Characteristics:**

    :Number of Instances: 150 (50 in each of three classes)
    :Number of Attributes: 4 numeric, predictive attributes and the class
    :Attribute Information:
        - sepal length in cm
        - sepal width in cm
        - petal length in cm
        - petal width in cm
        - class:
                - Iris-Setosa
                - Iris-Versicolour
                - Iris-Virginica
                
    :Summary Statistics:

    ============== ==== ==== ======= ===== ====================
                    Min  Max   Mean    SD   Class Correlation
    ============== ==== ==== ======= ===== ====================
    sepal length:   4.3  7.9   5.84   0.83    0.7826
    sepal width:    2.0  4.4   3.05   0.43   -0.4194
    petal length:   1.0  6.9   3.76   1.76    0.9490  (high!)
    petal width:    0.1  2.5   1.20   0.76    0.9565  (high!)
    ============== ==== ==== ======= ===== ====================

    :Missing Attribute Values: None
    :Class Distribution: 33.3% for each of 3 classes.
    :Creator: R.A. Fisher
    :Donor: Michael Marshall (MARSHALL%PLU@io.arc.nasa.gov)
    :Date: July, 1988

The famous Iris database, first used by Sir R.A. Fisher. The dataset is taken
from Fisher&#39;s paper. Note that it&#39;s the same as in R, but not as in the UCI
Machine Learning Repository, which has two wrong data points.

This is perhaps the best known database to be found in the
pattern recognition literature.  Fisher&#39;s paper is a classic in the field and
is referenced frequently to this day.  (See Duda &amp; Hart, for example.)  The
data set contains 3 classes of 50 instances each, where each class refers to a
type of iris plant.  One class is linearly separable from the other 2; the
latter are NOT linearly separable from each other.

.. topic:: References

   - Fisher, R.A. &#34;The use of multiple measurements in taxonomic problems&#34;
     Annual Eugenics, 7, Part II, 179-188 (1936); also in &#34;Contributions to
     Mathematical Statistics&#34; (John Wiley, NY, 1950).
   - Duda, R.O., &amp; Hart, P.E. (1973) Pattern Classification and Scene Analysis.
     (Q327.D83) John Wiley &amp; Sons.  ISBN 0-471-22361-1.  See page 218.
   - Dasarathy, B.V. (1980) &#34;Nosing Around the Neighborhood: A New System
     Structure and Classification Rule for Recognition in Partially Exposed
     Environments&#34;.  IEEE Transactions on Pattern Analysis and Machine
     Intelligence, Vol. PAMI-2, No. 1, 67-71.
   - Gates, G.W. (1972) &#34;The Reduced Nearest Neighbor Rule&#34;.  IEEE Transactions
     on Information Theory, May 1972, 431-433.
   - See also: 1988 MLC Proceedings, 54-64.  Cheeseman et al&#34;s AUTOCLASS II
     conceptual clustering system finds 3 classes in the data.
   - Many, many more ...
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">iris</span><span class="o">.</span><span class="n">data</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">10</span><span class="p">])</span>
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<pre>[[5.1 3.5 1.4 0.2]
 [4.9 3.  1.4 0.2]
 [4.7 3.2 1.3 0.2]
 [4.6 3.1 1.5 0.2]
 [5.  3.6 1.4 0.2]
 [5.4 3.9 1.7 0.4]
 [4.6 3.4 1.4 0.3]
 [5.  3.4 1.5 0.2]
 [4.4 2.9 1.4 0.2]
 [4.9 3.1 1.5 0.1]]
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<pre>[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2
 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
 2 2]
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<pre>[&#39;setosa&#39; &#39;versicolor&#39; &#39;virginica&#39;]
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