Phase 3.1  Genetic_Algorithm_Result.html

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

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

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

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

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

#ipython-main-app {
    position: relative;
}
#jupyter-main-app {
    position: relative;
}

    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<div> <center>
<b>EXPLORE OF GENETIC ALGORITHM. </b><center>
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<h1 id="Abstracted:">Abstracted:<a class="anchor-link" href="#Abstracted:">&#182;</a></h1><p>Genetic algorithms are evolutionary techniques used for optimization purposes according to survival of the fittest idea. These methods do not ensure optimal solutions; however, they give good approximation usually in time. The genetic algorithms are useful for NP-hard problems, especially the traveling salesman problem. The genetic algorithm depends on selection criteria, crossover, and mutation operators. To tackle the traveling salesman problem using genetic algorithms, there are various representations such as binary, path, adjacency, ordinal, and matrix representations. In this article, we propose a new crossover operator for traveling salesman problem to minimize the total distance. This approach has been linked with path representation, which is the most natural way to represent a legal tour. Computational results are also reported with some traditional path representation methods like partially mapped and order crossovers along with new cycle crossover operator for some benchmark TSPLIB instances and found improvements.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Image Reference</span>

<span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">Image</span>
<span class="n">Image</span><span class="p">(</span><span class="s2">&quot;tsp1.gif&quot;</span><span class="p">)</span>
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<pre>&lt;IPython.core.display.Image object&gt;</pre>
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<h1 id="Image-result">Image result<a class="anchor-link" href="#Image-result">&#182;</a></h1><p><img src="https://i.imgur.com/S490pPp.gif" alt="Alt text that describes the graphic" title="Title text" /></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">random</span>
<span class="kn">import</span> <span class="nn">argparse</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">datetime</span>
<span class="kn">import</span> <span class="nn">pickle</span>
<span class="kn">import</span> <span class="nn">copy</span>
<span class="kn">from</span> <span class="nn">geopy.geocoders</span> <span class="k">import</span> <span class="n">Nominatim</span>
<span class="kn">from</span> <span class="nn">geopy.exc</span> <span class="k">import</span> <span class="n">GeocoderTimedOut</span>
<span class="kn">import</span> <span class="nn">xgboost</span> <span class="k">as</span> <span class="nn">xgb</span>
<span class="kn">import</span> <span class="nn">pprint</span>
<span class="c1">### use the output from XGBoost version. </span>
<span class="kn">from</span> <span class="nn">jupyterthemes</span> <span class="k">import</span> <span class="n">jtplot</span>
<span class="n">jtplot</span><span class="o">.</span><span class="n">style</span><span class="p">(</span><span class="n">context</span><span class="o">=</span><span class="s1">&#39;talk&#39;</span><span class="p">,</span> <span class="n">fscale</span><span class="o">=</span><span class="mf">1.4</span><span class="p">,</span> <span class="n">spines</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">gridlines</span><span class="o">=</span><span class="s1">&#39;--&#39;</span><span class="p">)</span>

<span class="n">filename</span> <span class="o">=</span> <span class="s2">&quot;xgb_model.sav&quot;</span>
<span class="n">loaded_model</span> <span class="o">=</span> <span class="n">pickle</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="nb">open</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="s1">&#39;rb&#39;</span><span class="p">))</span>
<span class="n">geolocator</span> <span class="o">=</span> <span class="n">Nominatim</span><span class="p">(</span><span class="n">user_agent</span><span class="o">=</span><span class="s2">&quot;aco-application&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">time_cost_between_points</span><span class="p">(</span><span class="n">loc1</span><span class="p">,</span> <span class="n">loc2</span><span class="p">,</span> <span class="n">passenger_count</span><span class="p">,</span> <span class="n">store_and_fwd_flag</span><span class="o">=</span><span class="mi">0</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Calculate the time (in minutes) between two points</span>
<span class="sd">    using the trained XGB model</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="c1"># Hardcode the date to get consistent calculations</span>
    <span class="n">date_list</span> <span class="o">=</span> <span class="p">[</span><span class="mi">27</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">2016</span><span class="p">]</span>  <span class="c1"># May 27, 2016</span>

    <span class="n">year</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">date_list</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span>
    <span class="n">month</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">date_list</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
    <span class="n">day</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">date_list</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>

    <span class="n">my_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="p">(</span><span class="n">year</span><span class="p">,</span> <span class="n">month</span><span class="p">,</span> <span class="n">day</span><span class="p">)</span>

    <span class="n">model_data</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;passenger_count&#39;</span><span class="p">:</span> <span class="n">passenger_count</span><span class="p">,</span>
                  <span class="s1">&#39;pickup_longitude&#39;</span><span class="p">:</span> <span class="n">loc1</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">],</span>
                  <span class="s1">&#39;pickup_latitude&#39;</span><span class="p">:</span> <span class="n">loc1</span><span class="p">[</span><span class="s1">&#39;y&#39;</span><span class="p">],</span>
                  <span class="s1">&#39;dropoff_longitude&#39;</span><span class="p">:</span> <span class="n">loc2</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">],</span>
                  <span class="s1">&#39;dropoff_latitude&#39;</span><span class="p">:</span> <span class="n">loc2</span><span class="p">[</span><span class="s1">&#39;y&#39;</span><span class="p">],</span>
                  <span class="s1">&#39;store_and_fwd_flag&#39;</span><span class="p">:</span> <span class="nb">bool</span><span class="p">(</span><span class="n">store_and_fwd_flag</span><span class="p">),</span>
                  <span class="s1">&#39;pickup_month&#39;</span><span class="p">:</span> <span class="n">my_date</span><span class="o">.</span><span class="n">month</span><span class="p">,</span>
                  <span class="s1">&#39;pickup_day&#39;</span><span class="p">:</span> <span class="n">my_date</span><span class="o">.</span><span class="n">day</span><span class="p">,</span>
                  <span class="s1">&#39;pickup_weekday&#39;</span><span class="p">:</span> <span class="n">my_date</span><span class="o">.</span><span class="n">weekday</span><span class="p">(),</span>
                  <span class="s1">&#39;pickup_hour&#39;</span><span class="p">:</span> <span class="mi">11</span><span class="p">,</span>
                  <span class="s1">&#39;pickup_minute&#39;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
                  <span class="s1">&#39;latitude_difference&#39;</span><span class="p">:</span> <span class="n">loc2</span><span class="p">[</span><span class="s1">&#39;y&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="n">loc1</span><span class="p">[</span><span class="s1">&#39;y&#39;</span><span class="p">],</span>
                  <span class="s1">&#39;longitude_difference&#39;</span><span class="p">:</span> <span class="n">loc2</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="n">loc1</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">],</span>
                  <span class="s1">&#39;trip_distance&#39;</span><span class="p">:</span> <span class="n">trip_distance_cost</span><span class="p">(</span><span class="n">loc1</span><span class="p">,</span> <span class="n">loc2</span><span class="p">)</span>
                  <span class="p">}</span>

    <span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([</span><span class="n">model_data</span><span class="p">],</span> <span class="n">columns</span><span class="o">=</span><span class="n">model_data</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
    <span class="n">pred</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">loaded_model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">xgb</span><span class="o">.</span><span class="n">DMatrix</span><span class="p">(</span><span class="n">df</span><span class="p">)))</span> <span class="o">-</span> <span class="mi">1</span>
    <span class="k">return</span> <span class="n">pred</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="c1">#time cost between two different point: A to B location cost of time. </span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">trip_distance_cost</span><span class="p">(</span><span class="n">loc1</span><span class="p">,</span> <span class="n">loc2</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Calculate the manhattan distance between two points using</span>
<span class="sd">    polar coordinates in taxicab geometry https://en.wikipedia.org/wiki/Taxicab_geometry</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="k">return</span> <span class="mf">0.621371</span> <span class="o">*</span> <span class="mi">6371</span> <span class="o">*</span> <span class="p">(</span>
        <span class="nb">abs</span><span class="p">(</span><span class="mi">2</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">arctan2</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">square</span><span class="p">(</span>
            <span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">((</span><span class="nb">abs</span><span class="p">(</span><span class="n">loc2</span><span class="p">[</span><span class="s1">&#39;y&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="n">loc1</span><span class="p">[</span><span class="s1">&#39;y&#39;</span><span class="p">])</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">pi</span> <span class="o">/</span> <span class="mi">180</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">))),</span>
            <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">square</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">((</span><span class="nb">abs</span><span class="p">(</span><span class="n">loc2</span><span class="p">[</span><span class="s1">&#39;y&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="n">loc1</span><span class="p">[</span><span class="s1">&#39;y&#39;</span><span class="p">])</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">pi</span> <span class="o">/</span> <span class="mi">180</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">))))))</span> <span class="o">+</span>
        <span class="nb">abs</span><span class="p">(</span><span class="mi">2</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">arctan2</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">square</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">((</span><span class="nb">abs</span><span class="p">(</span><span class="n">loc2</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="n">loc1</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">])</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">pi</span> <span class="o">/</span> <span class="mi">180</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">))),</span>
                           <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">square</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">((</span><span class="nb">abs</span><span class="p">(</span><span class="n">loc2</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="n">loc1</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">])</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">pi</span> <span class="o">/</span> <span class="mi">180</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">)))))))</span>
<span class="c1"># Distance calculatefrom point A to point B</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">total_cost_from_path</span><span class="p">(</span><span class="n">path</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Calculate the time (in minutes) to travel a path</span>
<span class="sd">    using the trained XGB model</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">total_cost</span> <span class="o">=</span> <span class="mi">0</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">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">path</span><span class="p">)):</span>
        <span class="n">j</span> <span class="o">=</span> <span class="n">i</span> <span class="o">-</span> <span class="mi">1</span>
        <span class="n">total_cost</span> <span class="o">+=</span> <span class="n">cost_matrix</span><span class="p">[</span><span class="n">path</span><span class="p">[</span><span class="n">j</span><span class="p">]][</span><span class="n">path</span><span class="p">[</span><span class="n">i</span><span class="p">]]</span>
    <span class="c1"># Find time it takes to go back to original location</span>
    <span class="n">total_cost</span> <span class="o">+=</span> <span class="n">cost_matrix</span><span class="p">[</span><span class="n">path</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]][</span><span class="n">path</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span>
    <span class="k">return</span> <span class="n">total_cost</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">class</span> <span class="nc">Args</span><span class="p">:</span>
  <span class="n">loc_count</span> <span class="o">=</span> <span class="mi">15</span>
  <span class="n">ant_count</span> <span class="o">=</span> <span class="mi">10</span>
  <span class="n">n</span> <span class="o">=</span> <span class="mi">10</span>
  <span class="n">g</span> <span class="o">=</span> <span class="mi">100</span>
  <span class="n">alpha</span> <span class="o">=</span> <span class="mi">1</span>
  <span class="n">m</span> <span class="o">=</span> <span class="mf">0.5</span>
  <span class="n">c</span> <span class="o">=</span> <span class="mf">0.7</span>
  <span class="n">beta</span> <span class="o">=</span> <span class="mi">10</span>
  <span class="n">verbose</span> <span class="o">=</span> <span class="kc">True</span>
<span class="c1">#Little outside code</span>
<span class="n">loc_count</span> <span class="o">=</span> <span class="mi">15</span>
<span class="n">n</span> <span class="o">=</span> <span class="mi">10</span>
<span class="n">generations</span> <span class="o">=</span> <span class="mi">100</span>
<span class="n">mutation</span> <span class="o">=</span> <span class="mf">0.5</span>
<span class="n">crossover</span> <span class="o">=</span> <span class="mf">0.7</span>
<span class="n">verbose</span> <span class="o">=</span> <span class="kc">True</span>

<span class="n">args</span> <span class="o">=</span> <span class="n">Args</span><span class="p">()</span>

<span class="n">locations</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">points</span> <span class="o">=</span> <span class="p">[]</span>
<span class="c1"># Read in the user specified number of lines from the test data</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">&quot;test.csv&quot;</span><span class="p">)[:</span><span class="n">args</span><span class="o">.</span><span class="n">loc_count</span><span class="p">]</span>
<span class="k">for</span> <span class="n">index</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">df</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
    <span class="n">locations</span><span class="o">.</span><span class="n">append</span><span class="p">({</span>
        <span class="s1">&#39;index&#39;</span><span class="p">:</span> <span class="n">index</span><span class="p">,</span>
        <span class="s1">&#39;x&#39;</span><span class="p">:</span> <span class="n">row</span><span class="p">[</span><span class="s1">&#39;pickup_longitude&#39;</span><span class="p">],</span>
        <span class="s1">&#39;y&#39;</span><span class="p">:</span> <span class="n">row</span><span class="p">[</span><span class="s1">&#39;pickup_latitude&#39;</span><span class="p">]</span>
    <span class="p">})</span>
    <span class="n">points</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">row</span><span class="p">[</span><span class="s1">&#39;pickup_longitude&#39;</span><span class="p">],</span> <span class="n">row</span><span class="p">[</span><span class="s1">&#39;pickup_latitude&#39;</span><span class="p">]))</span>

<span class="c1"># Build complete cost matrix based on time between points</span>
<span class="n">cost_matrix</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">rank</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">locations</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="n">rank</span><span class="p">):</span>
    <span class="n">row</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">rank</span><span class="p">):</span>
        <span class="n">row</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">time_cost_between_points</span><span class="p">(</span>
            <span class="n">locations</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">locations</span><span class="p">[</span><span class="n">j</span><span class="p">],</span>
            <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">))</span>
    <span class="n">cost_matrix</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>


<span class="c1"># Initialize the population based on population size n</span>
<span class="n">population</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">n</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">locations</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="n">n</span><span class="p">):</span>
    <span class="n">new_path</span> <span class="o">=</span> <span class="p">[</span><span class="n">j</span> <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">loc_count</span><span class="p">)]</span>
    <span class="n">random</span><span class="o">.</span><span class="n">shuffle</span><span class="p">(</span><span class="n">new_path</span><span class="p">)</span>
    <span class="n">population</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">new_path</span><span class="p">)</span>

<span class="c1"># Lists used for plotting at the end</span>
<span class="n">x_values</span> <span class="o">=</span> <span class="p">[</span><span class="n">i</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">generations</span><span class="p">)]</span>
<span class="n">y_values</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">avg_costs</span> <span class="o">=</span> <span class="p">[]</span>

<span class="n">best_cost</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">best_path</span> <span class="o">=</span> <span class="p">[]</span>

<span class="c1"># Begin main loop to find candidate answer</span>
<span class="k">for</span> <span class="n">g</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">generations</span><span class="p">):</span>
    <span class="c1"># Store the generation&#39;s best costs</span>
    <span class="n">g_star</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="c1"># Iterate through each path in population</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">n</span><span class="p">):</span>
        <span class="c1"># Mutation</span>
        <span class="c1"># Select a random path, not including current</span>
        <span class="n">indicies</span> <span class="o">=</span> <span class="p">[</span><span class="n">j</span> <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">n</span><span class="p">)]</span>
        <span class="n">indicies</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">i</span><span class="p">)</span>
        <span class="n">mutant_index</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">random</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="n">indicies</span><span class="p">,</span> <span class="mi">1</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span>
        <span class="n">mutant_candidate</span> <span class="o">=</span> <span class="n">population</span><span class="p">[</span><span class="n">mutant_index</span><span class="p">]</span>

        <span class="c1"># Swap indicies based on mutation rate</span>
        <span class="n">mutated_path</span> <span class="o">=</span> <span class="p">[]</span>
        <span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">loc_count</span><span class="p">):</span>
            <span class="k">if</span> <span class="n">random</span><span class="o">.</span><span class="n">random</span><span class="p">()</span> <span class="o">&lt;=</span> <span class="n">mutation</span> <span class="ow">and</span> <span class="n">d</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
                <span class="n">mutated_path</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">mutated_path</span><span class="p">[</span><span class="n">d</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
                <span class="n">mutated_path</span><span class="p">[</span><span class="n">d</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">mutant_candidate</span><span class="p">[</span><span class="n">d</span><span class="p">]</span>
            <span class="k">else</span><span class="p">:</span>
                <span class="n">mutated_path</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">mutant_candidate</span><span class="p">[</span><span class="n">d</span><span class="p">])</span>

        <span class="c1"># Crossover</span>
        <span class="c1"># Create candidate path by crossing over with mutant</span>
        <span class="n">curr_element</span> <span class="o">=</span> <span class="n">population</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
        <span class="n">candidate</span> <span class="o">=</span> <span class="p">[]</span>
        <span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">loc_count</span><span class="p">):</span>
            <span class="c1"># Roll for chance to crossover value</span>
            <span class="k">if</span> <span class="n">random</span><span class="o">.</span><span class="n">random</span><span class="p">()</span> <span class="o">&lt;=</span> <span class="n">crossover</span><span class="p">:</span>
                <span class="n">candidate</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">mutated_path</span><span class="p">[</span><span class="n">d</span><span class="p">])</span>
            <span class="k">else</span><span class="p">:</span>
                <span class="n">candidate</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">curr_element</span><span class="p">[</span><span class="n">d</span><span class="p">])</span>

        <span class="c1"># Remove duplicate indicies</span>
        <span class="n">candidate</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">dict</span><span class="o">.</span><span class="n">fromkeys</span><span class="p">(</span><span class="n">candidate</span><span class="p">))</span>
        <span class="c1"># Find missing indicies</span>
        <span class="n">missing_indicies</span> <span class="o">=</span> <span class="p">[]</span>
        <span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">loc_count</span><span class="p">):</span>
            <span class="k">if</span> <span class="n">d</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">candidate</span><span class="p">:</span>
                <span class="n">missing_indicies</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">d</span><span class="p">)</span>

        <span class="c1"># Merge candidate with shuffled missing indicies</span>
        <span class="n">random</span><span class="o">.</span><span class="n">shuffle</span><span class="p">(</span><span class="n">missing_indicies</span><span class="p">)</span>
        <span class="n">candidate</span> <span class="o">+=</span> <span class="n">missing_indicies</span>

        <span class="c1"># Selection</span>
        <span class="c1"># Select parent based on smaller path cost</span>
        <span class="n">candidate_cost</span> <span class="o">=</span> <span class="n">total_cost_from_path</span><span class="p">(</span><span class="n">candidate</span><span class="p">)</span>
        <span class="n">curr_cost</span> <span class="o">=</span> <span class="n">total_cost_from_path</span><span class="p">(</span><span class="n">curr_element</span><span class="p">)</span>

        <span class="k">if</span> <span class="n">candidate_cost</span> <span class="o">&lt;</span> <span class="n">curr_cost</span><span class="p">:</span>
            <span class="n">population</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">candidate</span><span class="p">)</span>
            <span class="n">g_star</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">candidate_cost</span><span class="p">)</span>
        <span class="k">else</span><span class="p">:</span>
            <span class="n">g_star</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">curr_cost</span><span class="p">)</span>

    <span class="n">best_cost</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">g_star</span><span class="p">)</span>
    <span class="n">y_values</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">best_cost</span><span class="p">)</span>
    <span class="n">avg_costs</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">g_star</span><span class="p">))</span>
    <span class="n">best_path</span> <span class="o">=</span> <span class="n">population</span><span class="p">[</span><span class="n">g_star</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">best_cost</span><span class="p">)]</span>
    <span class="k">if</span> <span class="n">args</span><span class="o">.</span><span class="n">verbose</span><span class="p">:</span>
        <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Generation #&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">g</span><span class="o">+</span><span class="mi">1</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot; best cost:&quot;</span><span class="p">,</span>
              <span class="n">best_cost</span><span class="p">,</span> <span class="s2">&quot;path:&quot;</span><span class="p">,</span> <span class="n">best_path</span><span class="p">)</span>

<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Min cost mean:&quot;</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">y_values</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Min cost standard deviation:&quot;</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">y_values</span><span class="p">))</span>

<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Final cost: </span><span class="si">{}</span><span class="s1"> minutes, path: </span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">best_cost</span><span class="p">,</span> <span class="n">best_path</span><span class="p">))</span>
</pre></div>

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<pre>Generation #1 best cost: 88.27830743789673 path: [8, 7, 1, 10, 0, 2, 9, 3, 4, 5, 11, 12, 14, 13, 6]
Generation #2 best cost: 88.27830743789673 path: [8, 7, 1, 10, 0, 2, 9, 3, 4, 5, 11, 12, 14, 13, 6]
Generation #3 best cost: 88.27830743789673 path: [8, 7, 1, 10, 0, 2, 9, 3, 4, 5, 11, 12, 14, 13, 6]
Generation #4 best cost: 86.79472088813782 path: [10, 1, 3, 7, 12, 4, 9, 11, 13, 0, 8, 14, 2, 6, 5]
Generation #5 best cost: 86.79472088813782 path: [10, 1, 3, 7, 12, 4, 9, 11, 13, 0, 8, 14, 2, 6, 5]
Generation #6 best cost: 85.91626644134521 path: [1, 10, 7, 8, 2, 4, 12, 6, 13, 11, 0, 5, 9, 14, 3]
Generation #7 best cost: 84.95580434799194 path: [10, 1, 2, 7, 3, 4, 12, 11, 5, 9, 13, 6, 14, 8, 0]
Generation #8 best cost: 84.79479885101318 path: [10, 1, 3, 12, 4, 11, 9, 0, 7, 8, 6, 5, 2, 13, 14]
Generation #9 best cost: 84.79479885101318 path: [10, 1, 3, 12, 4, 11, 9, 0, 7, 8, 6, 5, 2, 13, 14]
Generation #10 best cost: 84.79479885101318 path: [10, 1, 3, 12, 4, 11, 9, 0, 7, 8, 6, 5, 2, 13, 14]
Generation #11 best cost: 83.18598866462708 path: [10, 7, 1, 12, 3, 4, 13, 11, 5, 9, 2, 14, 0, 8, 6]
Generation #12 best cost: 82.64287257194519 path: [7, 1, 10, 8, 2, 9, 6, 3, 4, 11, 12, 5, 14, 13, 0]
Generation #13 best cost: 82.64287257194519 path: [7, 1, 10, 8, 2, 9, 6, 3, 4, 11, 12, 5, 14, 13, 0]
Generation #14 best cost: 81.41503691673279 path: [1, 10, 12, 3, 11, 9, 4, 0, 8, 13, 2, 14, 6, 5, 7]
Generation #15 best cost: 81.41503691673279 path: [1, 10, 12, 3, 11, 9, 4, 0, 8, 13, 2, 14, 6, 5, 7]
Generation #16 best cost: 81.41503691673279 path: [1, 10, 12, 3, 11, 9, 4, 0, 8, 13, 2, 14, 6, 5, 7]
Generation #17 best cost: 81.41503691673279 path: [1, 10, 12, 3, 11, 9, 4, 0, 8, 13, 2, 14, 6, 5, 7]
Generation #18 best cost: 81.41503691673279 path: [1, 10, 12, 3, 11, 9, 4, 0, 8, 13, 2, 14, 6, 5, 7]
Generation #19 best cost: 81.41503691673279 path: [1, 10, 12, 3, 11, 9, 4, 0, 8, 13, 2, 14, 6, 5, 7]
Generation #20 best cost: 81.41503691673279 path: [1, 10, 12, 3, 11, 9, 4, 0, 8, 13, 2, 14, 6, 5, 7]
Generation #21 best cost: 81.06280827522278 path: [1, 10, 3, 4, 11, 8, 0, 13, 5, 14, 9, 6, 12, 2, 7]
Generation #22 best cost: 81.06280827522278 path: [1, 10, 3, 4, 11, 8, 0, 13, 5, 14, 9, 6, 12, 2, 7]
Generation #23 best cost: 81.06280827522278 path: [1, 10, 3, 4, 11, 8, 0, 13, 5, 14, 9, 6, 12, 2, 7]
Generation #24 best cost: 81.06280827522278 path: [1, 10, 3, 4, 11, 8, 0, 13, 5, 14, 9, 6, 12, 2, 7]
Generation #25 best cost: 81.06280827522278 path: [1, 10, 3, 4, 11, 8, 0, 13, 5, 14, 9, 6, 12, 2, 7]
Generation #26 best cost: 81.06280827522278 path: [1, 10, 3, 4, 11, 8, 0, 13, 5, 14, 9, 6, 12, 2, 7]
Generation #27 best cost: 81.06280827522278 path: [1, 10, 3, 4, 11, 8, 0, 13, 5, 14, 9, 6, 12, 2, 7]
Generation #28 best cost: 78.91262626647949 path: [7, 1, 10, 12, 11, 9, 5, 6, 13, 14, 4, 3, 0, 8, 2]
Generation #29 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #30 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #31 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #32 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #33 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #34 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #35 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #36 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #37 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #38 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #39 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #40 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #41 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #42 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #43 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #44 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #45 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #46 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #47 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #48 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #49 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #50 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #51 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #52 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #53 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #54 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #55 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #56 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #57 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #58 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #59 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #60 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #61 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #62 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #63 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #64 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #65 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #66 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #67 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #68 best cost: 78.67123126983643 path: [7, 1, 10, 4, 11, 3, 12, 0, 5, 9, 14, 6, 13, 2, 8]
Generation #69 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #70 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #71 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #72 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #73 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #74 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #75 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #76 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #77 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #78 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #79 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #80 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #81 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #82 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #83 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #84 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #85 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #86 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #87 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #88 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #89 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #90 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #91 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #92 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #93 best cost: 77.07053518295288 path: [10, 12, 3, 4, 11, 9, 2, 5, 14, 0, 8, 7, 6, 13, 1]
Generation #94 best cost: 71.96921467781067 path: [1, 10, 7, 8, 2, 14, 13, 0, 6, 9, 5, 11, 4, 12, 3]
Generation #95 best cost: 71.96921467781067 path: [1, 10, 7, 8, 2, 14, 13, 0, 6, 9, 5, 11, 4, 12, 3]
Generation #96 best cost: 71.96921467781067 path: [1, 10, 7, 8, 2, 14, 13, 0, 6, 9, 5, 11, 4, 12, 3]
Generation #97 best cost: 71.96921467781067 path: [1, 10, 7, 8, 2, 14, 13, 0, 6, 9, 5, 11, 4, 12, 3]
Generation #98 best cost: 71.96921467781067 path: [1, 10, 7, 8, 2, 14, 13, 0, 6, 9, 5, 11, 4, 12, 3]
Generation #99 best cost: 71.96921467781067 path: [1, 10, 7, 8, 2, 14, 13, 0, 6, 9, 5, 11, 4, 12, 3]
Generation #100 best cost: 71.96921467781067 path: [1, 10, 7, 8, 2, 14, 13, 0, 6, 9, 5, 11, 4, 12, 3]
Min cost mean: 79.05807240962982
Min cost standard deviation: 3.3490099433947313
Final cost: 71.96921467781067 minutes, path: [1, 10, 7, 8, 2, 14, 13, 0, 6, 9, 5, 11, 4, 12, 3]
</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Print out final addresses in solution</span>
<span class="k">if</span> <span class="n">args</span><span class="o">.</span><span class="n">verbose</span><span class="p">:</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Final path addresses:&quot;</span><span class="p">)</span>
    <span class="k">try</span><span class="p">:</span>
        <span class="n">addresses</span> <span class="o">=</span> <span class="p">[]</span>
        <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">best_path</span><span class="p">:</span>
            <span class="n">addresses</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">geolocator</span><span class="o">.</span><span class="n">reverse</span><span class="p">(</span>
                <span class="n">f</span><span class="s2">&quot;</span><span class="si">{points[p][1]}</span><span class="s2">, </span><span class="si">{points[p][0]}</span><span class="s2">&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">address</span><span class="p">)</span>
        <span class="n">pprint</span><span class="o">.</span><span class="n">pprint</span><span class="p">(</span><span class="n">addresses</span><span class="p">)</span>
    <span class="k">except</span> <span class="n">GeocoderTimedOut</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
        <span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="s2">&quot;Error: geocode failed with message </span><span class="si">{e}</span><span class="s2">&quot;</span><span class="p">)</span>
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<pre>Final path addresses:
[&#39;618, Washington Avenue, Prospect Heights, Brooklyn, Kings County, New York, &#39;
 &#39;11238, United States&#39;,
 &#39;625, Vanderbilt Avenue, Prospect Heights, Brooklyn, Kings County, New York, &#39;
 &#39;11238, United States&#39;,
 &#39;Bank of America, Peter Minuit Plaza, Financial District, Manhattan, New York &#39;
 &#39;County, New York, 10004, United States&#39;,
 &#39;8th Street-New York University, Astor Place, NoHo, Manhattan, New York &#39;
 &#39;County, New York, 10003, United States&#39;,
 &#39;6th Avenue, 14th Street (PATH) underground passage, Greenwich Village, &#39;
 &#39;Manhattan Community Board 2, Manhattan, New York County, New York, &#39;
 &#39;10011-6832, United States&#39;,
 &#39;340, 8th Avenue, Chelsea, Manhattan, New York County, New York, 10001, &#39;
 &#39;United States&#39;,
 &#39;Washington Irving High School, East 16th Street, Manhattan Community Board &#39;
 &#39;6, Manhattan, New York County, New York, 10003, United States&#39;,
 &#39;92, 3rd Avenue, East Village, Manhattan, New York County, New York, 10003, &#39;
 &#39;United States&#39;,
 &#39;519, 2nd Avenue, Kips Bay, Manhattan, New York County, New York, 10016, &#39;
 &#39;United States&#39;,
 &#39;210, West 30th Street, Manhattan Community Board 5, Manhattan, New York &#39;
 &#39;County, New York, 10001, United States&#39;,
 &#39;Pennsylvania Station, 7th Avenue, Chelsea, Manhattan, New York County, New &#39;
 &#39;York, 10001, United States&#39;,
 &#39;Americas Tower, 1177, 6th Avenue, Midtown, Theater District, Manhattan, New &#39;
 &#39;York County, New York, 10019, United States&#39;,
 &#39;Ritz Tower, East 57th Street, Manhattan Community Board 5, Manhattan, New &#39;
 &#39;York County, New York, 10022, United States&#39;,
 &#39;28-48, 31st Street, Queens, Queens County, New York, 11102, United States&#39;,
 &#39;1477, 2nd Avenue, Lenox Hill, Manhattan, New York County, New York, 10021, &#39;
 &#39;United States&#39;]
</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">addresses1</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">addresses</span><span class="p">)</span>
<span class="n">addresses1</span>

<span class="n">best_path1</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">((</span><span class="n">best_path</span><span class="p">))</span>

<span class="n">frames</span> <span class="o">=</span> <span class="p">[</span><span class="n">addresses1</span><span class="p">,</span> <span class="n">best_path1</span><span class="p">]</span>
<span class="c1"># df1 = pd.merge(best_path1, addresses1)</span>
<span class="n">result</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">addresses1</span><span class="p">,</span><span class="n">best_path1</span><span class="p">],</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>

<span class="nb">dict</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;0&#39;</span><span class="p">:</span> <span class="s1">&#39;City&#39;</span><span class="p">,</span>
        <span class="s1">&#39;0&#39;</span><span class="p">:</span> <span class="s1">&#39;Path&#39;</span><span class="p">}</span>
<span class="n">addresses1</span>
<span class="n">addresses1</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Location&#39;</span><span class="p">]</span>
<span class="n">addresses1</span>

<span class="c1"># result1 = result.rename(columns=dict,</span>
<span class="c1">#           inplace=True)</span>

<span class="c1"># result.columns = [&#39;Location Address&#39;, &#39;Path&#39;]</span>
<span class="c1"># result</span>

<span class="kn">from</span> <span class="nn">geopandas.tools</span> <span class="k">import</span> <span class="n">geocode</span>

<span class="kn">from</span> <span class="nn">googlemaps</span> <span class="k">import</span> <span class="n">Client</span> <span class="k">as</span> <span class="n">GoogleMaps</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span> 

<span class="n">gmaps</span> <span class="o">=</span> <span class="n">GoogleMaps</span><span class="p">(</span><span class="s1">&#39;AIzaSyDt2KRf23YSdAeqOtEK1KN9tKWtvotwY6k&#39;</span><span class="p">)</span>

<span class="n">addresses1</span><span class="p">[</span><span class="s1">&#39;long&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
<span class="n">addresses1</span><span class="p">[</span><span class="s1">&#39;lat&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>

<span class="n">addresses1</span>

<span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">addresses1</span><span class="p">)):</span>
    <span class="k">try</span><span class="p">:</span>
<span class="c1">#         time.sleep(20) #to add delay in case of large DFs</span>
        <span class="n">geocode_result</span> <span class="o">=</span> <span class="n">gmaps</span><span class="o">.</span><span class="n">geocode</span><span class="p">(</span><span class="n">addresses1</span><span class="p">[</span><span class="s1">&#39;Location&#39;</span><span class="p">][</span><span class="n">x</span><span class="p">])</span>
        <span class="n">addresses1</span><span class="p">[</span><span class="s1">&#39;lat&#39;</span><span class="p">][</span><span class="n">x</span><span class="p">]</span> <span class="o">=</span> <span class="n">geocode_result</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;geometry&#39;</span><span class="p">][</span><span class="s1">&#39;location&#39;</span><span class="p">]</span> <span class="p">[</span><span class="s1">&#39;lat&#39;</span><span class="p">]</span>
        <span class="n">addresses1</span><span class="p">[</span><span class="s1">&#39;long&#39;</span><span class="p">][</span><span class="n">x</span><span class="p">]</span> <span class="o">=</span> <span class="n">geocode_result</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;geometry&#39;</span><span class="p">][</span><span class="s1">&#39;location&#39;</span><span class="p">][</span><span class="s1">&#39;lng&#39;</span><span class="p">]</span>
    <span class="k">except</span> <span class="ne">IndexError</span><span class="p">:</span>
        <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Address was wrong...&quot;</span><span class="p">)</span>
    <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
        <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Unexpected error occurred.&quot;</span><span class="p">,</span> <span class="n">e</span> <span class="p">)</span>
        
<span class="n">addresses1</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

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        vertical-align: top;
    }

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        text-align: right;
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Location</th>
      <th>long</th>
      <th>lat</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>618, Washington Avenue, Prospect Heights, Broo...</td>
      <td>-73.964384</td>
      <td>40.680104</td>
    </tr>
    <tr>
      <th>1</th>
      <td>625, Vanderbilt Avenue, Prospect Heights, Broo...</td>
      <td>-73.968379</td>
      <td>40.678314</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Bank of America, Peter Minuit Plaza, Financial...</td>
      <td>-74.013404</td>
      <td>40.706023</td>
    </tr>
    <tr>
      <th>3</th>
      <td>8th Street-New York University, Astor Place, N...</td>
      <td>-73.992442</td>
      <td>40.730607</td>
    </tr>
    <tr>
      <th>4</th>
      <td>6th Avenue, 14th Street (PATH) underground pas...</td>
      <td>-73.997097</td>
      <td>40.737475</td>
    </tr>
    <tr>
      <th>5</th>
      <td>340, 8th Avenue, Chelsea, Manhattan, New York ...</td>
      <td>-73.995705</td>
      <td>40.747818</td>
    </tr>
    <tr>
      <th>6</th>
      <td>Washington Irving High School, East 16th Stree...</td>
      <td>-73.973158</td>
      <td>40.751266</td>
    </tr>
    <tr>
      <th>7</th>
      <td>92, 3rd Avenue, East Village, Manhattan, New Y...</td>
      <td>-73.988252</td>
      <td>40.732287</td>
    </tr>
    <tr>
      <th>8</th>
      <td>519, 2nd Avenue, Kips Bay, Manhattan, New York...</td>
      <td>-73.97853</td>
      <td>40.741672</td>
    </tr>
    <tr>
      <th>9</th>
      <td>210, West 30th Street, Manhattan Community Boa...</td>
      <td>-73.990675</td>
      <td>40.751442</td>
    </tr>
    <tr>
      <th>10</th>
      <td>Pennsylvania Station, 7th Avenue, Chelsea, Man...</td>
      <td>-73.990269</td>
      <td>40.760962</td>
    </tr>
    <tr>
      <th>11</th>
      <td>Americas Tower, 1177, 6th Avenue, Midtown, The...</td>
      <td>-73.982869</td>
      <td>40.757282</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Ritz Tower, East 57th Street, Manhattan Commun...</td>
      <td>-73.970185</td>
      <td>40.761705</td>
    </tr>
    <tr>
      <th>13</th>
      <td>28-48, 31st Street, Queens, Queens County, New...</td>
      <td>-73.921329</td>
      <td>40.767445</td>
    </tr>
    <tr>
      <th>14</th>
      <td>1477, 2nd Avenue, Lenox Hill, Manhattan, New Y...</td>
      <td>-73.956272</td>
      <td>40.772007</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># def plot(points, path: list):</span>

<span class="n">x</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">y</span> <span class="o">=</span> <span class="p">[]</span>
<span class="k">for</span> <span class="n">point</span> <span class="ow">in</span> <span class="n">points</span><span class="p">:</span>
    <span class="n">x</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">point</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
    <span class="n">y</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">point</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="s1">&#39;co&#39;</span><span class="p">)</span>

<span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">best_path</span><span class="p">)):</span>
    <span class="n">i</span> <span class="o">=</span> <span class="n">best_path</span><span class="p">[</span><span class="n">_</span> <span class="o">-</span> <span class="mi">1</span><span class="p">]</span>
    <span class="n">j</span> <span class="o">=</span> <span class="n">best_path</span><span class="p">[</span><span class="n">_</span><span class="p">]</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">arrow</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">y</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">x</span><span class="p">[</span><span class="n">j</span><span class="p">]</span> <span class="o">-</span> <span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">y</span><span class="p">[</span><span class="n">j</span><span class="p">]</span> <span class="o">-</span> <span class="n">y</span><span class="p">[</span><span class="n">i</span><span class="p">],</span>
              <span class="n">color</span><span class="o">=</span><span class="s1">&#39;g&#39;</span><span class="p">,</span> <span class="n">length_includes_head</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="c1"># Close the loop and highlight the last and first point path</span>
<span class="n">i</span> <span class="o">=</span> <span class="n">best_path</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>  <span class="c1"># Last point index</span>
<span class="n">j</span> <span class="o">=</span> <span class="n">best_path</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>  <span class="c1"># First point index</span>
<span class="n">plt</span><span class="o">.</span><span class="n">arrow</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">y</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">x</span><span class="p">[</span><span class="n">j</span><span class="p">]</span> <span class="o">-</span> <span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">y</span><span class="p">[</span><span class="n">j</span><span class="p">]</span> <span class="o">-</span> <span class="n">y</span><span class="p">[</span><span class="n">i</span><span class="p">],</span>
          <span class="n">color</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">,</span> <span class="n">length_includes_head</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="n">zoom_factor</span> <span class="o">=</span> <span class="mf">0.01</span>
<span class="n">a</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="o">-</span> <span class="n">zoom_factor</span>
<span class="n">b</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="o">+</span> <span class="n">zoom_factor</span>
<span class="n">a1</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">y</span><span class="p">)</span> <span class="o">-</span> <span class="n">zoom_factor</span>
<span class="n">b1</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">y</span><span class="p">)</span> <span class="o">+</span> <span class="n">zoom_factor</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="n">a1</span><span class="p">,</span> <span class="n">b1</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Genetic algorithm result make trip shorter&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Longitude&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Latitude&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<div class="prompt input_prompt">In&nbsp;[10]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Simple plot the result map guys location for the taxi driver. </span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">geopandas</span> <span class="k">as</span> <span class="nn">gpd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">folium</span>
<span class="kn">from</span> <span class="nn">folium</span> <span class="k">import</span> <span class="n">Marker</span>

<span class="n">coordinates</span> <span class="o">=</span> <span class="p">[[</span><span class="o">-</span><span class="mf">73.970185</span><span class="p">,</span><span class="mf">40.761705</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.921329</span><span class="p">,</span><span class="mf">40.767445</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.964384</span><span class="p">,</span><span class="mf">40.680104</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.968379</span><span class="p">,</span><span class="mf">40.678314</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">74.014005</span><span class="p">,</span><span class="mf">40.701872</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.992442</span><span class="p">,</span><span class="mf">40.730607</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.997097</span><span class="p">,</span><span class="mf">40.737475</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.990269</span><span class="p">,</span><span class="mf">40.760962</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.982869</span><span class="p">,</span><span class="mf">40.757282</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.97853</span><span class="p">,</span><span class="mf">40.741672</span><span class="p">],</span>
<span class="p">[</span><span class="o">-</span><span class="mf">73.988252</span><span class="p">,</span><span class="mf">40.732287</span><span class="p">]]</span>


<span class="c1"># Create the map and add the line</span>
<span class="n">m</span> <span class="o">=</span> <span class="n">folium</span><span class="o">.</span><span class="n">Map</span><span class="p">(</span><span class="n">location</span><span class="o">=</span><span class="p">[</span><span class="mf">40.767937</span><span class="p">,</span><span class="o">-</span><span class="mf">73.982155</span><span class="p">],</span><span class="n">zoom_start</span><span class="o">=</span><span class="mi">12</span><span class="p">)</span>

<span class="k">for</span> <span class="n">idx</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">addresses1</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
    <span class="n">Marker</span><span class="p">([</span><span class="n">row</span><span class="p">[</span><span class="s1">&#39;lat&#39;</span><span class="p">],</span> <span class="n">row</span><span class="p">[</span><span class="s1">&#39;long&#39;</span><span class="p">]])</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">m</span><span class="p">)</span>
    
<span class="n">f1</span><span class="o">=</span><span class="n">folium</span><span class="o">.</span><span class="n">FeatureGroup</span><span class="p">(</span><span class="s2">&quot;Vehicle 1&quot;</span><span class="p">)</span>
<span class="n">line_1</span><span class="o">=</span><span class="n">folium</span><span class="o">.</span><span class="n">vector_layers</span><span class="o">.</span><span class="n">PolyLine</span><span class="p">(</span><span class="n">coordinates</span><span class="p">,</span><span class="n">popup</span><span class="o">=</span><span class="s1">&#39;&lt;b&gt;Path of Vehicle_1&lt;/b&gt;&#39;</span><span class="p">,</span><span class="n">tooltip</span><span class="o">=</span><span class="s1">&#39;Vehicle_1&#39;</span><span class="p">,</span><span class="n">color</span><span class="o">=</span><span class="s1">&#39;blue&#39;</span><span class="p">,</span><span class="n">weight</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">f1</span><span class="p">)</span>
<span class="n">f1</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">m</span><span class="p">)</span>

<span class="n">folium</span><span class="o">.</span><span class="n">LayerControl</span><span class="p">()</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">m</span><span class="p">)</span>

<span class="n">m</span>
</pre></div>

    </div>
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<div class="prompt input_prompt">In&nbsp;[11]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Best Cost vs Generation for &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">n</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot; Population&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Cost&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Current Generation&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_values</span><span class="p">,</span> <span class="n">y_values</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;green&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">4</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<p>The result of genetic algorithm give the result of cost. The cost fall from 90 to to 76$ with 40 to 100 generation path. It mean the cost has decreased when the genetic evolution make the trip shorter and customer are going to pay less.</p>

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<div class="prompt input_prompt">In&nbsp;[12]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Avg Cost vs Generation for &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">n</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot; Population&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Avg Cost&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Current Generation&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_values</span><span class="p">,</span> <span class="n">avg_costs</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;green&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">4</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;3.png&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<h1 id="Conclusion:">Conclusion:<a class="anchor-link" href="#Conclusion:">&#182;</a></h1><p>Genetic algorthm bring the better low cost for taxi trips and shorter trip.They avg cost per 15 population also give the good result fall from &gt;90 to lower than 80.</p>
<p>It can be applied for the large amount of NYC passenger if i used big data. ( because from the XGboost i limited the data  from 50K rows to make the CPU easy to run )</p>

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