ALMA.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />

<title>ALMA</title>

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<style type="text/css">
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/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
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body {
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article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
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audio,
canvas,
progress,
video {
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audio:not([controls]) {
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[hidden],
template {
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a {
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a:active,
a:hover {
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abbr[title] {
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b,
strong {
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dfn {
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h1 {
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mark {
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small {
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sup {
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sup {
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sub {
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img {
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svg:not(:root) {
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figure {
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hr {
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pre {
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code,
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samp {
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input,
optgroup,
select,
textarea {
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button {
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button,
select {
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button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
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input[type="search"]::-webkit-search-cancel-button,
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fieldset {
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optgroup {
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table {
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td,
th {
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/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
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}
.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 */
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.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
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.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<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">
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        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">
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<h1 id="Agent-based-Land-MArket-(ALMA)">A<sub>gent-based</sub> L<sub>and</sub> MA<sub>rket</sub> (ALMA)<a class="anchor-link" href="#Agent-based-Land-MArket-(ALMA)">&#182;</a></h1><p>The Agent-based Land MArket (ALMA) model is a "bilateral agent-based land market model, which moves beyond previous work by explicitly modeling behavioral drivers of land-market transactions on both the buyer and seller sides; formation of bid prices (of buyers) and ask prices (of sellers); and the relative division of the gains from trade from the market transactions" (<a href="http://jasss.soc.surrey.ac.uk/12/1/3.html">Filatova, Parker, and van der Veen</a>). The model aims to understand the micro-economic decision-making that results in the emergent behavior described as the "rent gradient."</p>
<p><img src="img/BidRentCurve.png" alt="Rent Gradient"></p>
<p><a href="https://en.wikipedia.org/wiki/Bid_rent_theory">Image Source: Wikipedia</a></p>
<p><a href="https://en.wikipedia.org/wiki/Bid_rent_theory">Bid-rent theory</a> describes a geographical economy theory that was developed by William Alsono in his book <em>Location and Land Use.</em> It asserts that the demand for and price of land in and around cities is a function of distance from the Central Business District (CBD) of the urban center. The relationship between distance from the CBD and land price/rent prices is referred to as the "rent gradient."</p>
<p>In this notebook we will work with a slightly expanded version of the ALMA model that introduces more stochasticity and heterogeniety, to understand how the rent gradient changes under various settings.</p>
<ul>
<li><a href="https://doi.org/10.1016/j.compenvurbsys.2008.09.012">A conceptual design for a bilateral agent-based land market with heterogeneous economic agents</a></li>
<li><a href="http://jasss.soc.surrey.ac.uk/12/1/3.html">Agent-Based Urban Land Markets: Agent's Pricing Behavior, Land Prices and Urban Land Use Change</a></li>
<li><a href="https://www.hup.harvard.edu/catalog.php?isbn=9780674730854">Location and Land Use</a></li>
</ul>
<p><img src="img/Example.gif" alt="Example of the ALMA model gif"></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">argparse</span><span class="o">,</span> <span class="nn">csv</span><span class="o">,</span> <span class="nn">heapq</span><span class="o">,</span> <span class="nn">json</span><span class="o">,</span> <span class="nn">math</span><span class="o">,</span> <span class="nn">os</span><span class="o">,</span> <span class="nn">random</span><span class="o">,</span> <span class="nn">shutil</span>
<span class="kn">from</span> <span class="nn">copy</span> <span class="kn">import</span> <span class="n">copy</span><span class="p">,</span> <span class="n">deepcopy</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">numpy</span> <span class="kn">import</span> <span class="n">linalg</span> <span class="k">as</span> <span class="n">LA</span>
<span class="kn">from</span> <span class="nn">operator</span> <span class="kn">import</span> <span class="n">attrgetter</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">from</span> <span class="nn">time</span> <span class="kn">import</span> <span class="n">localtime</span><span class="p">,</span> <span class="n">strftime</span>
<span class="kn">from</span> <span class="nn">tqdm</span> <span class="kn">import</span> <span class="n">tqdm</span>

<span class="kn">import</span> <span class="nn">Viz</span> <span class="k">as</span> <span class="nn">viz</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">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
<span class="kn">import</span> <span class="nn">ipywidgets</span> <span class="k">as</span> <span class="nn">widgets</span>
<span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">Image</span><span class="p">,</span> <span class="n">display</span>

<span class="sd">&quot;&quot;&quot; Making sure you output folder &quot;&quot;&quot;</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="s2">&quot;./outputs&quot;</span><span class="p">):</span>
    <span class="n">os</span><span class="o">.</span><span class="n">mkdir</span><span class="p">(</span><span class="s2">&quot;./outputs&quot;</span><span class="p">)</span>
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<h2 id="Cells">Cells<a class="anchor-link" href="#Cells">&#182;</a></h2><p>The ALMA model represents land as uniform-size cells. The cells have two main features that derive their worth:</p>
<ul>
<li><code>Amenity</code> - some uniformly distributed <a href="https://en.wikipedia.org/wiki/Amenity">amenity</a>.</li>
<li><code>Proximity</code> - the relative closeness to the central business district. For cell $i$ with distance from the CBD $D_{i}$, we calculate proximity as:</li>
</ul>
$$ \bar{P}_{i}=D_{max}+1-D_{i}$$$$ P=\bar{P}_{i}/\bar{P}_{max}$$<p>This gives us a relative measure $\bar{P}\in[0,1]$ where low values represent far from the CBD and high values represent low distance from the CBD.</p>
<p>The <code>transact</code> function allows a sell to transfer owners. Under the ALMA framework, the top bid is chosen and the transaction price is the average between the ask and the bid.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">class</span> <span class="nc">Cell</span><span class="p">:</span>

    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">args</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">amenity</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;amenity&quot;</span><span class="p">]</span> <span class="c1"># vector of floats</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">cbd</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;cbd&quot;</span><span class="p">]</span> <span class="c1"># vector of floats</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">id</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;id&quot;</span><span class="p">]</span> <span class="c1"># int</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">location</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;location&quot;</span><span class="p">]</span> <span class="c1"># tuple</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">market_price</span> <span class="o">=</span> <span class="mf">0.0</span> <span class="c1"># float</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">owner</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;owner&quot;</span><span class="p">]</span> <span class="c1"># int</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">wta</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;wta&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">p_ask</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">wta</span>
        <span class="c1"># optional args</span>
        <span class="k">if</span> <span class="s2">&quot;on_market&quot;</span> <span class="ow">in</span> <span class="n">args</span><span class="p">:</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">on_market</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;on_market&quot;</span><span class="p">]</span>
        <span class="k">else</span><span class="p">:</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">on_market</span> <span class="o">=</span> <span class="kc">False</span>
        <span class="c1"># data structures</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">bids</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># stack of bids</span>
        <span class="c1"># calculate distance and proximity</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">distance</span> <span class="o">=</span> <span class="nb">float</span><span class="p">(</span><span class="s2">&quot;inf&quot;</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">proximity</span> <span class="o">=</span> <span class="nb">float</span><span class="p">(</span><span class="s2">&quot;inf&quot;</span><span class="p">)</span>

    <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="k">return</span> <span class="s2">&quot;Cell </span><span class="si">{}</span><span class="s2"> at </span><span class="si">{}</span><span class="s2"> owned by </span><span class="si">{}</span><span class="se">\n</span><span class="s2"> Amenity: </span><span class="si">{}</span><span class="se">\n</span><span class="s2"> CBD: </span><span class="si">{}</span><span class="se">\n</span><span class="s2"> Prox: </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span><span class="bp">self</span><span class="o">.</span><span class="n">location</span><span class="p">,</span><span class="bp">self</span><span class="o">.</span><span class="n">owner</span><span class="p">,</span><span class="bp">self</span><span class="o">.</span><span class="n">amenity</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">cbd</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">proximity</span><span class="p">)</span>

    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__repr__</span><span class="p">()</span>

    <span class="k">def</span> <span class="nf">get_location</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">deepcopy</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">location</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">transact</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bid</span><span class="p">,</span> <span class="n">owner</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">market_price</span> <span class="o">=</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">p_ask</span><span class="o">+</span><span class="n">bid</span><span class="p">[</span><span class="s2">&quot;bid&quot;</span><span class="p">])</span><span class="o">/</span><span class="mf">2.0</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">on_market</span> <span class="o">=</span> <span class="kc">False</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">owner</span> <span class="o">=</span> <span class="n">bid</span><span class="p">[</span><span class="s2">&quot;bidder&quot;</span><span class="p">]</span>

    <span class="k">def</span> <span class="nf">update_market_status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">on_market</span><span class="p">,</span> <span class="n">epsilon</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">on_market</span> <span class="o">=</span> <span class="n">on_market</span>
        <span class="k">if</span> <span class="n">on_market</span><span class="p">:</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">p_ask</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">wta</span><span class="o">*</span><span class="p">(</span><span class="mi">1</span><span class="o">+</span><span class="n">epsilon</span><span class="p">)</span>
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<h2 id="Agents">Agents<a class="anchor-link" href="#Agents">&#182;</a></h2><p>Agents in the model can either be buyers or sellers.</p>
<h3 id="Buyers">Buyers<a class="anchor-link" href="#Buyers">&#182;</a></h3><p>Buyers want to find the best cell for them and buy it using their budget. They have a set of preferences It is assumed for this model that the housing budget is separable. To determine the best sell for them, they calculate the <em>utility</em> (usefullness) of each cell using the following formula:</p>
$$A^{\alpha}\times P^{\beta}$$<p>where A is the cell's level of amenity, P is the proximity, and $\alpha,\beta$ are the buyer's amenity and proximity preferences respectively. Once a cell is selected, the amount that can be spent on the land ($Y$) is calculated by subtracting transportation costs ($T(D)=cost\times D$) from the housing budget ($Y_{housing}$). This is then used to calculate how much the buyer is willing to pay (WTP) using:</p>
$$WTP=\frac{Y\cdot U^{2}}{b^{2}+U^{2}}$$<p>Where $b$ is a parameter called "affordability." Lastly, the WTP value is used to calculate the buyer's bid which encorporates the market's state (the number of buyers (NB) vs the level of sellers (NS)). The formula becomes:</p>
$$P_{bid}=WTP\cdot (1+\epsilon), \text{ where } \epsilon=\frac{NB-NS}{NB+NS}$$<h3 id="Sellers">Sellers<a class="anchor-link" href="#Sellers">&#182;</a></h3><p>Sellers each own a single piece of land and are willing to accept some value $WTA$ (usually set to 250). Sellers also use the market state (as measured by $\epsilon$) to determine their asking price:</p>
$$P_{ask}=WTA\cdot(1+\epsilon)$$
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">class</span> <span class="nc">Person</span><span class="p">:</span>

    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">args</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">affordability</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;affordability&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">budget</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;budget&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">buying</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;buying&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">distance_cost</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;distance_cost&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">id</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;id&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">selling</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;selling&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">cell</span> <span class="o">=</span> <span class="kc">None</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">utility</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span> <span class="c1"># record utility of cell if purchases one</span>
        <span class="c1"># preferences</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">amenity_preference</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;amenity&quot;</span><span class="p">]</span> <span class="c1"># float</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">proximity_preference</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;proximity&quot;</span><span class="p">]</span> <span class="c1"># float</span>
        <span class="c1"># data structures</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">bids</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># list of outstanding bids</span>

    <span class="k">def</span> <span class="nf">calculate_utility</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cell</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">cell</span><span class="o">.</span><span class="n">amenity</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">amenity_preference</span><span class="p">)</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">cell</span><span class="o">.</span><span class="n">proximity</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">proximity_preference</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">evaluate_cells</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cells</span><span class="p">):</span>
        <span class="n">best_cell</span><span class="p">,</span> <span class="n">best_utility</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="mi">0</span>
        <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="n">cells</span><span class="p">:</span>
            <span class="n">utility</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_utility</span><span class="p">(</span><span class="n">cell</span><span class="p">)</span>
            <span class="k">if</span> <span class="n">utility</span> <span class="o">&gt;</span> <span class="n">best_utility</span><span class="p">:</span>
                <span class="n">best_cell</span><span class="p">,</span> <span class="n">best_utility</span> <span class="o">=</span> <span class="n">cell</span><span class="p">,</span> <span class="n">utility</span>
        <span class="k">if</span> <span class="n">best_cell</span> <span class="o">!=</span> <span class="kc">None</span><span class="p">:</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">utility</span> <span class="o">=</span> <span class="n">best_utility</span>
            <span class="n">_u_squared</span><span class="o">=</span><span class="n">math</span><span class="o">.</span><span class="n">pow</span><span class="p">(</span><span class="n">best_utility</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>
            <span class="n">_y</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">budget</span><span class="o">-</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">distance_cost</span><span class="o">*</span><span class="n">best_cell</span><span class="o">.</span><span class="n">distance</span><span class="p">)</span>
            <span class="n">_wtp</span> <span class="o">=</span> <span class="p">(</span><span class="n">_y</span><span class="o">*</span><span class="n">_u_squared</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">math</span><span class="o">.</span><span class="n">pow</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">affordability</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span><span class="o">+</span><span class="n">_u_squared</span><span class="p">)</span>
            <span class="k">return</span> <span class="n">best_cell</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="n">_wtp</span>
        <span class="k">else</span><span class="p">:</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">utility</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>
            <span class="k">return</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span>
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<p><a id="sim">
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<h2 id="Simulation">Simulation<a class="anchor-link" href="#Simulation">&#182;</a></h2><p>The simulation is below. The basic steps of the simulation are:</p>
<ul>
<li><code>init_agents</code> - setting up the Buyers and Sellers</li>
<li><code>init_cells</code> - setting up the Cells</li>
<li><code>run_simulation</code> - the loop that allows agents to evaluate cells and allows transactions to happen</li>
</ul>

</div>
</div>
</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">class</span> <span class="nc">Simulation</span><span class="p">:</span>

    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">args</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">height</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;simulation&quot;</span><span class="p">][</span><span class="s2">&quot;height&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">output_directory</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;simulation&quot;</span><span class="p">][</span><span class="s2">&quot;output_directory&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">sim_length</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;simulation&quot;</span><span class="p">][</span><span class="s2">&quot;sim_length&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">width</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;simulation&quot;</span><span class="p">][</span><span class="s2">&quot;width&quot;</span><span class="p">]</span>
        <span class="c1"># UI arguments:</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">gif</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;ui&quot;</span><span class="p">][</span><span class="s2">&quot;generate_gif&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">show_ui</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;ui&quot;</span><span class="p">][</span><span class="s2">&quot;show&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">ui_components</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;ui&quot;</span><span class="p">][</span><span class="s2">&quot;components&quot;</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">ui_style</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;ui&quot;</span><span class="p">][</span><span class="s2">&quot;style&quot;</span><span class="p">]</span>
        <span class="c1"># calculated fields</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">num_cells</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">height</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">width</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">time</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="bp">self</span><span class="o">.</span><span class="n">sim_length</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">time_step</span> <span class="o">=</span> <span class="mi">0</span>
        <span class="n">DATE</span> <span class="o">=</span> <span class="s1">&#39;</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">strftime</span><span class="p">(</span><span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1">_%H:%M:%S&#39;</span><span class="p">,</span> <span class="n">localtime</span><span class="p">()))</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">output_directory</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="s2">&quot;./outputs/&quot;</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">ALMA-</span><span class="si">{}</span><span class="s2">-(</span><span class="si">{}</span><span class="s2">cells)&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">output_directory</span><span class="p">,</span><span class="n">DATE</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">num_cells</span><span class="p">))</span>
        <span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">output_directory</span><span class="p">):</span>
            <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">output_directory</span><span class="p">)</span>
        <span class="c1"># create csv writers</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_files</span> <span class="o">=</span> <span class="p">{</span>  <span class="s2">&quot;agents&quot;</span> <span class="p">:</span> <span class="kc">None</span><span class="p">,</span> <span class="s2">&quot;cells&quot;</span> <span class="p">:</span> <span class="kc">None</span> <span class="p">}</span>
        <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_files</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_files</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">output_directory</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">.csv&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">key</span><span class="p">)),</span> <span class="s2">&quot;w+&quot;</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_writer</span> <span class="o">=</span> <span class="p">{}</span>
        <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_files</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_writer</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">csv</span><span class="o">.</span><span class="n">writer</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">csv_output_files</span><span class="p">[</span><span class="n">key</span><span class="p">])</span>
        <span class="c1"># setup agents</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">init_agents</span><span class="p">(</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;agents&quot;</span><span class="p">])</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">init_cells</span><span class="p">(</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;cells&quot;</span><span class="p">])</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">epsilon_over_time</span> <span class="o">=</span> <span class="p">[]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">num_buyers</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">num_sellers</span> <span class="o">=</span> <span class="p">[],</span> <span class="p">[]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">num_neither</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">num_on_market</span> <span class="o">=</span> <span class="p">[],</span> <span class="p">[]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">run_simulation</span><span class="p">()</span>
        <span class="n">viz</span><span class="o">.</span><span class="n">get_ui</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">show</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">show_ui</span><span class="p">)</span>
        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">gif</span><span class="p">:</span>
            <span class="n">viz</span><span class="o">.</span><span class="n">generate_gif</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">write_out_cells</span><span class="p">()</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">write_out_agents</span><span class="p">()</span>
        <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_files</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_files</span><span class="p">[</span><span class="n">key</span><span class="p">]</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>

    <span class="k">def</span> <span class="nf">calculate_proximity</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="n">cbd</span> <span class="o">=</span> <span class="p">[</span><span class="n">cell</span> <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cells</span> <span class="k">if</span> <span class="n">cell</span><span class="o">.</span><span class="n">cbd</span> <span class="o">==</span> <span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">proximity</span> <span class="o">=</span> <span class="p">[]</span>
        <span class="n">max_dist</span> <span class="o">=</span> <span class="mi">0</span>
        <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">:</span>
            <span class="n">cell</span><span class="o">.</span><span class="n">distance</span> <span class="o">=</span> <span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="nb">sum</span><span class="p">([(</span><span class="n">a</span> <span class="o">-</span> <span class="n">b</span><span class="p">)</span> <span class="o">**</span> <span class="mi">2</span> <span class="k">for</span> <span class="n">a</span><span class="p">,</span> <span class="n">b</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">cbd</span><span class="o">.</span><span class="n">get_location</span><span class="p">(),</span> <span class="n">cell</span><span class="o">.</span><span class="n">get_location</span><span class="p">())]))</span>
            <span class="k">if</span> <span class="n">cell</span><span class="o">.</span><span class="n">distance</span> <span class="o">&gt;</span> <span class="n">max_dist</span><span class="p">:</span>
                <span class="n">max_dist</span> <span class="o">=</span> <span class="n">cell</span><span class="o">.</span><span class="n">distance</span>
        <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">:</span>
            <span class="n">cell</span><span class="o">.</span><span class="n">proximity</span> <span class="o">=</span> <span class="p">(</span><span class="n">max_dist</span> <span class="o">-</span> <span class="n">cell</span><span class="o">.</span><span class="n">distance</span><span class="p">)</span><span class="o">/</span><span class="n">max_dist</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">proximity</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">cell</span><span class="o">.</span><span class="n">proximity</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">get_agents</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">deepcopy</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">get_amenities</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="n">amenities</span> <span class="o">=</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="bp">self</span><span class="o">.</span><span class="n">num_cells</span><span class="p">):</span>
            <span class="k">if</span> <span class="p">(</span><span class="n">i</span><span class="o">%</span><span class="k">self</span>.width == 0):
                <span class="n">amenities</span><span class="o">.</span><span class="n">append</span><span class="p">([])</span>
            <span class="n">amenities</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">i</span><span class="o">/</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="p">)]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="n">i</span><span class="o">/</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="p">)</span> <span class="o">+</span> <span class="n">i</span><span class="o">%</span><span class="k">self</span>.width)].amenity)
        <span class="k">return</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">amenities</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">get_market_prices</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="n">market_prices</span> <span class="o">=</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="bp">self</span><span class="o">.</span><span class="n">num_cells</span><span class="p">):</span>
            <span class="k">if</span> <span class="p">(</span><span class="n">i</span><span class="o">%</span><span class="k">self</span>.width == 0):
                <span class="n">market_prices</span><span class="o">.</span><span class="n">append</span><span class="p">([])</span>
            <span class="n">market_prices</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">i</span><span class="o">/</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="p">)]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="n">i</span><span class="o">/</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="p">)</span> <span class="o">+</span> <span class="n">i</span><span class="o">%</span><span class="k">self</span>.width)].market_price)
        <span class="k">return</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">market_prices</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">get_proximities</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="n">proximities</span> <span class="o">=</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="bp">self</span><span class="o">.</span><span class="n">num_cells</span><span class="p">):</span>
            <span class="k">if</span> <span class="p">(</span><span class="n">i</span><span class="o">%</span><span class="k">self</span>.width == 0):
                <span class="n">proximities</span><span class="o">.</span><span class="n">append</span><span class="p">([])</span>
            <span class="n">proximities</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">i</span><span class="o">/</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="p">)]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="n">i</span><span class="o">/</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="p">)</span> <span class="o">+</span> <span class="n">i</span><span class="o">%</span><span class="k">self</span>.width)].proximity)
        <span class="k">return</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">proximities</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">init_agents</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">args</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">buyer_level</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;buyer_level&quot;</span><span class="p">]</span>
        <span class="n">_num_buyers</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">num_cells</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">buyer_level</span><span class="p">)</span>
        <span class="n">_num_sellers</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">num_cells</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">num_agents</span> <span class="o">=</span> <span class="n">_num_buyers</span> <span class="o">+</span> <span class="n">_num_sellers</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">agents</span> <span class="o">=</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="bp">self</span><span class="o">.</span><span class="n">num_agents</span><span class="p">):</span>
            <span class="n">alpha</span> <span class="o">=</span> <span class="n">random</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alpha_max&quot;</span><span class="p">])</span>
            <span class="n">_budget</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">uniform</span><span class="p">(</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;budget_parameters&quot;</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">args</span><span class="p">[</span><span class="s2">&quot;budget_parameters&quot;</span><span class="p">][</span><span class="mi">1</span><span class="p">]))</span>
            <span class="n">buying</span> <span class="o">=</span> <span class="kc">True</span> <span class="k">if</span> <span class="n">i</span> <span class="o">&lt;</span> <span class="n">_num_buyers</span> <span class="k">else</span> <span class="kc">False</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Person</span><span class="p">({</span> <span class="s2">&quot;affordability&quot;</span> <span class="p">:</span> <span class="n">copy</span><span class="p">(</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;affordability&quot;</span><span class="p">]),</span>
                                        <span class="s2">&quot;amenity&quot;</span><span class="p">:</span> <span class="n">alpha</span><span class="p">,</span>
                                        <span class="s2">&quot;budget&quot;</span> <span class="p">:</span> <span class="n">_budget</span><span class="p">,</span>
                                        <span class="s2">&quot;buying&quot;</span> <span class="p">:</span> <span class="n">buying</span><span class="p">,</span>
                                        <span class="s2">&quot;distance_cost&quot;</span> <span class="p">:</span> <span class="n">copy</span><span class="p">(</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;distance_cost&quot;</span><span class="p">]),</span>
                                        <span class="s2">&quot;id&quot;</span> <span class="p">:</span> <span class="n">copy</span><span class="p">(</span><span class="n">i</span><span class="p">),</span>
                                        <span class="s2">&quot;proximity&quot;</span> <span class="p">:</span> <span class="n">random</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="mi">0</span><span class="p">,(</span><span class="mi">1</span><span class="o">-</span><span class="n">alpha</span><span class="p">)),</span>
                                        <span class="s2">&quot;selling&quot;</span> <span class="p">:</span> <span class="ow">not</span> <span class="n">buying</span>
                                        <span class="p">}))</span>

    <span class="k">def</span> <span class="nf">init_cells</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">args</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">cells</span> <span class="o">=</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="bp">self</span><span class="o">.</span><span class="n">num_cells</span><span class="p">):</span>
            <span class="n">cell_args</span> <span class="o">=</span> <span class="p">{</span>
                <span class="s2">&quot;amenity&quot;</span> <span class="p">:</span> <span class="n">random</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">),</span>
                <span class="s2">&quot;cbd&quot;</span> <span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
                <span class="s2">&quot;id&quot;</span> <span class="p">:</span> <span class="n">i</span><span class="p">,</span>
                <span class="s2">&quot;location&quot;</span><span class="p">:</span> <span class="p">(</span><span class="n">i</span><span class="o">//</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="p">,</span><span class="n">i</span><span class="o">%</span><span class="k">self</span>.width),
                <span class="s2">&quot;owner&quot;</span> <span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
                <span class="s2">&quot;wta&quot;</span> <span class="p">:</span> <span class="nb">float</span><span class="p">(</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;wta&quot;</span><span class="p">])</span>
            <span class="p">}</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Cell</span><span class="p">(</span><span class="n">deepcopy</span><span class="p">(</span><span class="n">cell_args</span><span class="p">)))</span>
        <span class="n">cbd</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">height</span><span class="o">/</span><span class="mi">2</span><span class="p">)</span><span class="o">+</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">width</span><span class="o">/</span><span class="mi">2</span><span class="p">))</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">cbd</span><span class="p">]</span><span class="o">.</span><span class="n">cbd</span> <span class="o">=</span> <span class="mi">1</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">calculate_proximity</span><span class="p">()</span>
        <span class="n">_buyers</span> <span class="o">=</span> <span class="p">[</span> <span class="n">agent</span><span class="o">.</span><span class="n">id</span> <span class="k">for</span> <span class="n">agent</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span> <span class="k">if</span> <span class="n">agent</span><span class="o">.</span><span class="n">buying</span> <span class="p">]</span>
        <span class="n">_sellers</span> <span class="o">=</span> <span class="p">[</span> <span class="n">agent</span><span class="o">.</span><span class="n">id</span> <span class="k">for</span> <span class="n">agent</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span> <span class="k">if</span> <span class="n">agent</span><span class="o">.</span><span class="n">selling</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="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">)):</span>
            <span class="n">choice</span> <span class="o">=</span> <span class="n">random</span><span class="o">.</span><span class="n">choice</span><span class="p">(</span><span class="n">_sellers</span><span class="p">)</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">owner</span> <span class="o">=</span> <span class="n">choice</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">choice</span><span class="p">]</span><span class="o">.</span><span class="n">cell</span> <span class="o">=</span> <span class="n">i</span>
            <span class="n">_sellers</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">choice</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">epsilon</span><span class="o">=</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">_buyers</span><span class="p">)</span><span class="o">-</span><span class="nb">len</span><span class="p">(</span><span class="n">_sellers</span><span class="p">))</span><span class="o">/</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">_buyers</span><span class="p">)</span><span class="o">+</span><span class="nb">len</span><span class="p">(</span><span class="n">_sellers</span><span class="p">))</span>

    <span class="k">def</span> <span class="nf">run_simulation</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="n">viz</span><span class="o">.</span><span class="n">plot_cells</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span><span class="s2">&quot;Amenity&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">ui_components</span><span class="p">)</span>
        <span class="n">viz</span><span class="o">.</span><span class="n">plot_cells</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span><span class="s2">&quot;Proximity&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">ui_components</span><span class="p">)</span>
        <span class="n">transaction_counts</span> <span class="o">=</span> <span class="p">[]</span>
        <span class="k">for</span> <span class="n">time_step</span> <span class="ow">in</span> <span class="n">tqdm</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">sim_length</span><span class="p">),</span> <span class="n">position</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="n">desc</span><span class="o">=</span><span class="s2">&quot;Simulation:&quot;</span><span class="p">):</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">time_step</span> <span class="o">=</span> <span class="n">time_step</span>
            <span class="c1"># reset bids:</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="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">)):</span>
                <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">bids</span> <span class="o">=</span> <span class="p">[]</span>
            <span class="c1"># sellers form ask</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="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">)):</span>
                <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">selling</span><span class="p">:</span>
                    <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">cell</span><span class="p">]</span><span class="o">.</span><span class="n">update_market_status</span><span class="p">(</span><span class="kc">True</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">epsilon</span><span class="p">)</span>
            <span class="c1"># get statistics and setup for time step</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">buyers</span> <span class="o">=</span> <span class="p">[</span> <span class="n">agent</span><span class="o">.</span><span class="n">id</span> <span class="k">for</span> <span class="n">agent</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span> <span class="k">if</span> <span class="n">agent</span><span class="o">.</span><span class="n">buying</span> <span class="p">]</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">num_buyers</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">buyers</span><span class="p">))</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">sellers</span> <span class="o">=</span> <span class="p">[</span> <span class="n">agent</span><span class="o">.</span><span class="n">id</span> <span class="k">for</span> <span class="n">agent</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span> <span class="k">if</span> <span class="n">agent</span><span class="o">.</span><span class="n">selling</span> <span class="p">]</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">num_sellers</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">sellers</span><span class="p">))</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">num_neither</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">num_agents</span><span class="o">-</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">num_buyers</span><span class="p">[</span><span class="n">time_step</span><span class="p">]</span><span class="o">+</span><span class="bp">self</span><span class="o">.</span><span class="n">num_sellers</span><span class="p">[</span><span class="n">time_step</span><span class="p">]))</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">num_on_market</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">([</span><span class="n">cell</span> <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cells</span> <span class="k">if</span> <span class="n">cell</span><span class="o">.</span><span class="n">on_market</span> <span class="p">]))</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">epsilon</span><span class="o">=</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">num_buyers</span><span class="p">[</span><span class="n">time_step</span><span class="p">]</span><span class="o">-</span><span class="bp">self</span><span class="o">.</span><span class="n">num_sellers</span><span class="p">[</span><span class="n">time_step</span><span class="p">])</span><span class="o">/</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">num_buyers</span><span class="p">[</span><span class="n">time_step</span><span class="p">]</span><span class="o">+</span><span class="bp">self</span><span class="o">.</span><span class="n">num_sellers</span><span class="p">[</span><span class="n">time_step</span><span class="p">])</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">epsilon_over_time</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">epsilon</span><span class="p">)</span>
            <span class="c1"># buyers form bid</span>
            <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">buyers</span><span class="p">:</span>
                <span class="n">_cell</span><span class="p">,</span> <span class="n">_wtp</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">evaluate_cells</span><span class="p">(</span><span class="n">deepcopy</span><span class="p">([</span> <span class="n">cell</span> <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cells</span> <span class="k">if</span> <span class="p">(</span><span class="n">cell</span><span class="o">.</span><span class="n">on_market</span> <span class="ow">and</span> <span class="n">cell</span><span class="o">.</span><span class="n">owner</span> <span class="o">!=</span> <span class="n">i</span><span class="p">)</span> <span class="p">]))</span>
                <span class="k">if</span> <span class="n">_cell</span> <span class="o">!=</span> <span class="o">-</span><span class="mi">1</span><span class="p">:</span>
                    <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">_cell</span><span class="p">]</span><span class="o">.</span><span class="n">bids</span><span class="o">.</span><span class="n">append</span><span class="p">({</span> <span class="s2">&quot;bid&quot;</span> <span class="p">:</span> <span class="n">_wtp</span><span class="o">*</span><span class="p">(</span><span class="mi">1</span><span class="o">+</span><span class="bp">self</span><span class="o">.</span><span class="n">epsilon</span><span class="p">),</span> <span class="s2">&quot;bidder&quot;</span> <span class="p">:</span> <span class="n">i</span><span class="p">,</span> <span class="s2">&quot;cell&quot;</span> <span class="p">:</span> <span class="n">_cell</span> <span class="p">})</span>
            <span class="c1"># negotiate</span>
            <span class="n">transactions</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="bp">self</span><span class="o">.</span><span class="n">sellers</span><span class="p">:</span>
                <span class="n">cell</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">cell</span>
                <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">cell</span><span class="p">]</span><span class="o">.</span><span class="n">bids</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
                    <span class="n">_max_bid</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">cell</span><span class="p">]</span><span class="o">.</span><span class="n">bids</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="p">[</span><span class="s2">&quot;bid&quot;</span><span class="p">])</span>
                    <span class="k">if</span> <span class="n">_max_bid</span><span class="p">[</span><span class="s2">&quot;bid&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">cell</span><span class="p">]</span><span class="o">.</span><span class="n">p_ask</span><span class="p">:</span>
                        <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">cell</span><span class="p">]</span><span class="o">.</span><span class="n">transact</span><span class="p">(</span><span class="n">_max_bid</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">[</span><span class="n">cell</span><span class="p">]</span><span class="o">.</span><span class="n">owner</span><span class="p">])</span>
                        <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">cell</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">selling</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">False</span>
                        <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">_max_bid</span><span class="p">[</span><span class="s2">&quot;bidder&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">cell</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">_max_bid</span><span class="p">[</span><span class="s2">&quot;bidder&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">buying</span> <span class="o">=</span> <span class="n">cell</span><span class="p">,</span> <span class="kc">False</span>
                        <span class="n">transactions</span><span class="o">+=</span><span class="mi">1</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="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">)):</span>
                <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">buying</span><span class="p">:</span>
                    <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">utility</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span> <span class="c1"># reset utility if they haven&#39;t bought a cell</span>
            <span class="n">transaction_counts</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">transactions</span><span class="p">)</span>
            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">gif</span><span class="p">:</span>
                <span class="n">viz</span><span class="o">.</span><span class="n">get_ui</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span><span class="n">components</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">ui_components</span><span class="p">,</span> <span class="n">show</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">save</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">write_out_agents</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;writing out agents...&quot;</span><span class="p">)</span>
        <span class="n">header</span> <span class="o">=</span> <span class="p">[</span> <span class="s2">&quot;Agent_ID&quot;</span><span class="p">,</span> <span class="s2">&quot;Affordability&quot;</span><span class="p">,</span> <span class="s2">&quot;Budget&quot;</span><span class="p">,</span> <span class="s2">&quot;Distance_Cost&quot;</span><span class="p">,</span> <span class="s2">&quot;Buying&quot;</span><span class="p">,</span> <span class="s2">&quot;Selling&quot;</span><span class="p">,</span> <span class="s2">&quot;Amenity_Preference&quot;</span><span class="p">,</span> <span class="s2">&quot;Proximity_Preference&quot;</span><span class="p">,</span> <span class="s2">&quot;Utility&quot;</span> <span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_writer</span><span class="p">[</span><span class="s2">&quot;agents&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">writerow</span><span class="p">(</span><span class="n">header</span><span class="p">)</span>
        <span class="k">for</span> <span class="n">agent</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">agents</span><span class="p">:</span>
            <span class="n">row</span> <span class="o">=</span> <span class="p">[</span> <span class="n">agent</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="n">agent</span><span class="o">.</span><span class="n">affordability</span><span class="p">,</span> <span class="n">agent</span><span class="o">.</span><span class="n">budget</span><span class="p">,</span> <span class="n">agent</span><span class="o">.</span><span class="n">distance_cost</span><span class="p">,</span> <span class="n">agent</span><span class="o">.</span><span class="n">buying</span><span class="p">,</span> <span class="n">agent</span><span class="o">.</span><span class="n">selling</span><span class="p">,</span> <span class="n">agent</span><span class="o">.</span><span class="n">amenity_preference</span><span class="p">,</span> <span class="n">agent</span><span class="o">.</span><span class="n">proximity_preference</span><span class="p">,</span> <span class="n">agent</span><span class="o">.</span><span class="n">utility</span> <span class="p">]</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_writer</span><span class="p">[</span><span class="s2">&quot;agents&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">writerow</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">write_out_cells</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;writing out cells...&quot;</span><span class="p">)</span>
        <span class="n">header</span> <span class="o">=</span> <span class="p">[</span> <span class="s2">&quot;Cell_ID&quot;</span><span class="p">,</span> <span class="s2">&quot;Location_X&quot;</span><span class="p">,</span> <span class="s2">&quot;Location_Y&quot;</span><span class="p">,</span> <span class="s2">&quot;Owner&quot;</span><span class="p">,</span> <span class="s2">&quot;Market_Price&quot;</span><span class="p">,</span> <span class="s2">&quot;On_Market&quot;</span><span class="p">,</span> <span class="s2">&quot;Amenity&quot;</span><span class="p">,</span> <span class="s2">&quot;Proximity&quot;</span> <span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_writer</span><span class="p">[</span><span class="s2">&quot;cells&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">writerow</span><span class="p">(</span><span class="n">header</span><span class="p">)</span>
        <span class="k">for</span> <span class="n">cell</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cells</span><span class="p">:</span>
            <span class="n">row</span> <span class="o">=</span> <span class="p">[</span><span class="n">cell</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="n">cell</span><span class="o">.</span><span class="n">location</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">cell</span><span class="o">.</span><span class="n">location</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">cell</span><span class="o">.</span><span class="n">owner</span><span class="p">,</span> <span class="n">cell</span><span class="o">.</span><span class="n">market_price</span><span class="p">,</span> <span class="n">cell</span><span class="o">.</span><span class="n">on_market</span><span class="p">,</span> <span class="n">cell</span><span class="o">.</span><span class="n">amenity</span><span class="p">,</span> <span class="n">cell</span><span class="o">.</span><span class="n">proximity</span> <span class="p">]</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">csv_output_writer</span><span class="p">[</span><span class="s2">&quot;cells&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">writerow</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>
</pre></div>

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<h2 id="Parameters">Parameters<a class="anchor-link" href="#Parameters">&#182;</a></h2><p>Below you will find a variety of widgets that allow you to set the parameters for our model. Here is a brief explanation of the parameters:</p>
<ul>
<li><code>Affordability</code> - parameter that controls the steepness of the WTP function's tendency to $Y$ as $U\to 1$. Filatova and Parker describe it as "as a proxy of the affordability of all other goods to reflect their relative influence on the WTP for housing" and describe the demand curve in depth <a href="http://jasss.soc.surrey.ac.uk/12/1/3.html#appendixa">in Appendix A of their paper</a></li>
<li><code>Alpha Max</code> - the maximum value that an agent can have for the environmental preference ($\alpha$). Because $\alpha+\beta=1$ and both $\alpha,\beta$ are drawn from uniform distributions, we also have that $\bar{\alpha}=\alpha_{max}/2$ and $\bar{\beta}=1-\bar{\alpha}$.</li>
<li><code>Budget Min</code> - the minimum value for the uniform budget distribution. Must be less than or equal to <code>Budget Max</code>.</li>
<li><code>Budget Max</code> - the maximum value for the uniform budget distribution. Must be greater than or equal to <code>Budget Min</code>.</li>
<li><code>City Height</code> - height in cells of the simulation</li>
<li><code>City Width</code> - width in cells of the simulation</li>
<li><code>Sim Length</code> - length in time steps of the simulation</li>
</ul>
<p><strong>NOTES:</strong></p>
<ul>
<li>The UI is optimized for <code>City Height</code>$\approx$<code>City Width</code> so the output may look very odd if this is not true.</li>
</ul>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">affordability_slider</span> <span class="o">=</span> <span class="n">widgets</span><span class="o">.</span><span class="n">FloatSlider</span><span class="p">(</span><span class="n">value</span><span class="o">=</span><span class="mf">0.7</span><span class="p">,</span> <span class="nb">min</span> <span class="o">=</span> <span class="o">.</span><span class="mi">01</span><span class="p">,</span> <span class="nb">max</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">description</span><span class="o">=</span><span class="s2">&quot;Affordability&quot;</span><span class="p">)</span>
<span class="n">alpha_max_slider</span> <span class="o">=</span> <span class="n">widgets</span><span class="o">.</span><span class="n">FloatSlider</span><span class="p">(</span><span class="n">value</span> <span class="o">=</span> <span class="mf">0.2</span><span class="p">,</span> <span class="nb">min</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="nb">max</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="n">description</span><span class="o">=</span><span class="s2">&quot;Alpha Max:&quot;</span><span class="p">)</span>
<span class="n">budget_low_slider</span> <span class="o">=</span> <span class="n">widgets</span><span class="o">.</span><span class="n">FloatSlider</span><span class="p">(</span><span class="n">value</span><span class="o">=</span><span class="mi">800</span><span class="p">,</span><span class="nb">min</span><span class="o">=</span><span class="mi">400</span><span class="p">,</span><span class="nb">max</span><span class="o">=</span><span class="mi">1200</span><span class="p">,</span><span class="n">description</span><span class="o">=</span><span class="s2">&quot;Budget Min&quot;</span><span class="p">)</span>
<span class="n">budget_high_slider</span> <span class="o">=</span> <span class="n">widgets</span><span class="o">.</span><span class="n">FloatSlider</span><span class="p">(</span><span class="n">value</span><span class="o">=</span><span class="mi">800</span><span class="p">,</span><span class="nb">min</span><span class="o">=</span><span class="mi">800</span><span class="p">,</span><span class="nb">max</span><span class="o">=</span><span class="mi">1600</span><span class="p">,</span><span class="n">description</span><span class="o">=</span><span class="s2">&quot;Budget Max&quot;</span><span class="p">)</span>
<span class="n">buyer_level_slider</span> <span class="o">=</span> <span class="n">widgets</span><span class="o">.</span><span class="n">FloatSlider</span><span class="p">(</span><span class="n">value</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="nb">min</span> <span class="o">=</span> <span class="mf">0.1</span><span class="p">,</span> <span class="nb">max</span> <span class="o">=</span> <span class="mi">4</span><span class="p">,</span> <span class="n">description</span> <span class="o">=</span> <span class="s2">&quot;Buyer Level: &quot;</span><span class="p">)</span>
<span class="n">city_height_slider</span> <span class="o">=</span> <span class="n">widgets</span><span class="o">.</span><span class="n">IntSlider</span><span class="p">(</span><span class="n">value</span> <span class="o">=</span> <span class="mi">13</span><span class="p">,</span> <span class="nb">min</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="nb">max</span> <span class="o">=</span> <span class="mi">50</span><span class="p">,</span> <span class="n">description</span> <span class="o">=</span> <span class="s2">&quot;City Height: &quot;</span><span class="p">)</span>
<span class="n">city_width_slider</span> <span class="o">=</span> <span class="n">widgets</span><span class="o">.</span><span class="n">IntSlider</span><span class="p">(</span><span class="n">value</span> <span class="o">=</span> <span class="mi">13</span><span class="p">,</span> <span class="nb">min</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="nb">max</span> <span class="o">=</span> <span class="mi">50</span><span class="p">,</span> <span class="n">description</span> <span class="o">=</span> <span class="s2">&quot;City Width: &quot;</span><span class="p">)</span>
<span class="n">sim_len_slider</span> <span class="o">=</span> <span class="n">widgets</span><span class="o">.</span><span class="n">IntSlider</span><span class="p">(</span><span class="n">value</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="nb">min</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="nb">max</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">description</span><span class="o">=</span><span class="s2">&quot;Sim Length:&quot;</span><span class="p">)</span>
<span class="n">display</span><span class="p">(</span><span class="n">affordability_slider</span><span class="p">,</span><span class="n">alpha_max_slider</span><span class="p">,</span><span class="n">budget_low_slider</span><span class="p">,</span><span class="n">budget_high_slider</span><span class="p">,</span><span class="n">buyer_level_slider</span><span class="p">,</span> <span class="n">city_height_slider</span><span class="p">,</span> <span class="n">city_width_slider</span><span class="p">,</span><span class="n">sim_len_slider</span><span class="p">)</span>
</pre></div>

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<h2 id="User-Interface">User Interface<a class="anchor-link" href="#User-Interface">&#182;</a></h2><p>You can also customize the UI that is shown for the simulation! The configuration is in <code>args['ui']['components']</code>.</p>
<p>The first element of the list is the characteristic you'd like to color the cells for. You can use the following:</p>
<ul>
<li>"Market Price" for market prices</li>
<li>"Proximity" for proximity</li>
</ul>
<p>For the rest of the list, the following graphs/charts are supported:</p>
<ul>
<li>"Histo: Agent Budget" for a histogram of agent's budgets</li>
<li>"Histo: Market Price" for a histogram of market prices</li>
<li>"Line: Epsilon" for a line graph of epsilon over time</li>
<li>"Scatter: Amenity-Market Price" for a scatterplot of Market Prices vs. Amenity</li>
<li>"Scatter: Proximity-Market Price" for a scatterplot of Market Price vs. Proximity</li>
<li>"Stackplot: Agent" for a stackplot of agents and their role in the market (buyers, sellers or neither) vs. time</li>
<li>"Stackplot: On Market" for a stackplot of cells on/off the market vs. time</li>
</ul>
<p>To change the style of the UI (<code>args['ui']['style']</code>) you can choose any style <a href="https://tonysyu.github.io/raw_content/matplotlib-style-gallery/gallery.html">from the Matplotlib style gallery</a>.</p>

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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">assert</span> <span class="n">budget_low_slider</span><span class="o">.</span><span class="n">value</span> <span class="o">&lt;=</span> <span class="n">budget_high_slider</span><span class="o">.</span><span class="n">value</span>
<span class="n">args</span> <span class="o">=</span> <span class="p">{</span>
    <span class="s2">&quot;agents&quot;</span><span class="p">:</span> <span class="p">{</span>
        <span class="s2">&quot;affordability&quot;</span><span class="p">:</span> <span class="n">affordability_slider</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
        <span class="s2">&quot;alpha_max&quot;</span><span class="p">:</span> <span class="n">alpha_max_slider</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
        <span class="s2">&quot;budget_parameters&quot;</span><span class="p">:</span> <span class="p">[</span>
            <span class="n">budget_low_slider</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
            <span class="n">budget_high_slider</span><span class="o">.</span><span class="n">value</span>
        <span class="p">],</span>
        <span class="s2">&quot;buyer_level&quot;</span><span class="p">:</span> <span class="n">buyer_level_slider</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
        <span class="s2">&quot;distance_cost&quot;</span><span class="p">:</span> <span class="mi">1</span>
    <span class="p">},</span>
    <span class="s2">&quot;cells&quot;</span><span class="p">:</span> <span class="p">{</span>
        <span class="s2">&quot;wta&quot;</span><span class="p">:</span> <span class="mi">250</span>
    <span class="p">},</span>
    <span class="s2">&quot;simulation&quot;</span><span class="p">:</span> <span class="p">{</span>
        <span class="s2">&quot;height&quot;</span><span class="p">:</span> <span class="n">city_height_slider</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
        <span class="s2">&quot;output_directory&quot;</span><span class="p">:</span> <span class="s2">&quot;&quot;</span><span class="p">,</span>
        <span class="s2">&quot;sim_length&quot;</span><span class="p">:</span> <span class="n">sim_len_slider</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
        <span class="s2">&quot;width&quot;</span><span class="p">:</span> <span class="n">city_width_slider</span><span class="o">.</span><span class="n">value</span>
    <span class="p">},</span>
    <span class="s2">&quot;ui&quot;</span><span class="p">:</span> <span class="p">{</span>
        <span class="s2">&quot;components&quot;</span><span class="p">:</span> <span class="p">[</span>
            <span class="s2">&quot;Market Price&quot;</span><span class="p">,</span>
            <span class="s2">&quot;Histo: Market Price&quot;</span><span class="p">,</span>
            <span class="s2">&quot;Scatter: Proximity-Market Price&quot;</span><span class="p">,</span>
            <span class="s2">&quot;Stackplot: On Market&quot;</span><span class="p">,</span>
            <span class="s2">&quot;Stackplot: Agent&quot;</span>
        <span class="p">],</span>
        <span class="s2">&quot;generate_gif&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>
        <span class="s2">&quot;show&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
        <span class="s2">&quot;style&quot;</span><span class="p">:</span> <span class="s2">&quot;dark_background&quot;</span>
    <span class="p">}</span>
<span class="p">}</span>
<span class="nb">print</span><span class="p">(</span><span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="n">sort_keys</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">indent</span><span class="o">=</span><span class="mi">4</span><span class="p">))</span>
<span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span><span class="n">args</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n\n</span><span class="s2">Results were saved in </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">sim</span><span class="o">.</span><span class="n">output_directory</span><span class="p">))</span>
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<pre>{
    &#34;agents&#34;: {
        &#34;affordability&#34;: 0.7,
        &#34;alpha_max&#34;: 0.2,
        &#34;budget_parameters&#34;: [
            800.0,
            800.0
        ],
        &#34;buyer_level&#34;: 1.0,
        &#34;distance_cost&#34;: 1
    },
    &#34;cells&#34;: {
        &#34;wta&#34;: 250
    },
    &#34;simulation&#34;: {
        &#34;height&#34;: 13,
        &#34;output_directory&#34;: &#34;&#34;,
        &#34;sim_length&#34;: 50,
        &#34;width&#34;: 13
    },
    &#34;ui&#34;: {
        &#34;components&#34;: [
            &#34;Market Price&#34;,
            &#34;Histo: Market Price&#34;,
            &#34;Scatter: Proximity-Market Price&#34;,
            &#34;Stackplot: On Market&#34;,
            &#34;Stackplot: Agent&#34;
        ],
        &#34;generate_gif&#34;: true,
        &#34;show&#34;: false,
        &#34;style&#34;: &#34;dark_background&#34;
    }
}
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<pre>Simulation:: 100%|██████████| 50/50 [00:59&lt;00:00,  1.19s/it]
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<pre>writing out cells...
writing out agents...


Results were saved in ./outputs/ALMA-2020-09-16_22:15:27-(169cells)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Image</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">sim</span><span class="o">.</span><span class="n">output_directory</span><span class="p">,</span> <span class="s2">&quot;movie.gif&quot;</span><span class="p">))</span>
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<pre>&lt;IPython.core.display.Image object&gt;</pre>
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<h2 id="Analysis-and-Outputs">Analysis and Outputs<a class="anchor-link" href="#Analysis-and-Outputs">&#182;</a></h2><p>There are few metrics we can use to analyze and compare the outputs of our results. <a href="http://jasss.soc.surrey.ac.uk/12/1/3.html">Filatova, Parker, and van der Veen's paper discusses many metrics they looked at in Section 4: Simuation Experiments</a>.</p>

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<h2 id="The-Amenity-of-Cells-in-the-Simulation">The Amenity of Cells in the Simulation<a class="anchor-link" href="#The-Amenity-of-Cells-in-the-Simulation">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Image</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">sim</span><span class="o">.</span><span class="n">output_directory</span><span class="p">,</span> <span class="s2">&quot;Amenity-Cells.png&quot;</span><span class="p">))</span>
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<h2 id="The-Proximity-of-Cells-in-the-Simulation">The Proximity of Cells in the Simulation<a class="anchor-link" href="#The-Proximity-of-Cells-in-the-Simulation">&#182;</a></h2>
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<div class="prompt input_prompt">In&nbsp;[9]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Image</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">sim</span><span class="o">.</span><span class="n">output_directory</span><span class="p">,</span> <span class="s2">&quot;Proximity-Cells.png&quot;</span><span class="p">))</span>
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    <div class="prompt output_prompt">Out[9]:</div>


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
"
>
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</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The attributes of the cells can be found in the output directory under "cells.csv"</p>

</div>
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</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[10]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">cell_csv</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="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">sim</span><span class="o">.</span><span class="n">output_directory</span><span class="p">,</span> <span class="s2">&quot;cells.csv&quot;</span><span class="p">))</span>
<span class="n">cell_csv</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</pre></div>

    </div>
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<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt output_prompt">Out[10]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Cell_ID</th>
      <th>Location_X</th>
      <th>Location_Y</th>
      <th>Owner</th>
      <th>Market_Price</th>
      <th>On_Market</th>
      <th>Amenity</th>
      <th>Proximity</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>236</td>
      <td>0.0</td>
      <td>True</td>
      <td>0.013875</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>1</th>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>312</td>
      <td>0.0</td>
      <td>True</td>
      <td>0.166340</td>
      <td>0.079553</td>
    </tr>
    <tr>
      <th>2</th>
      <td>2</td>
      <td>0</td>
      <td>2</td>
      <td>198</td>
      <td>0.0</td>
      <td>True</td>
      <td>0.696228</td>
      <td>0.150163</td>
    </tr>
    <tr>
      <th>3</th>
      <td>3</td>
      <td>0</td>
      <td>3</td>
      <td>260</td>
      <td>0.0</td>
      <td>True</td>
      <td>0.244577</td>
      <td>0.209431</td>
    </tr>
    <tr>
      <th>4</th>
      <td>4</td>
      <td>0</td>
      <td>4</td>
      <td>286</td>
      <td>0.0</td>
      <td>True</td>
      <td>0.049205</td>
      <td>0.254644</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

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<div class="cell border-box-sizing code_cell rendered">
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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">cell_csv</span><span class="o">=</span><span class="n">cell_csv</span><span class="p">[</span><span class="n">cell_csv</span><span class="p">[</span><span class="s2">&quot;Market_Price&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="p">]</span> <span class="c1"># filter out unsold cells</span>
<span class="n">sns</span><span class="o">.</span><span class="n">regplot</span><span class="p">(</span><span class="n">cell_csv</span><span class="p">[</span><span class="s2">&quot;Proximity&quot;</span><span class="p">],</span> <span class="n">cell_csv</span><span class="p">[</span><span class="s2">&quot;Market_Price&quot;</span><span class="p">])</span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">gcf</span><span class="p">()</span>
<span class="n">fig</span><span class="o">.</span><span class="n">set_size_inches</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</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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<p>The agent attributes are also in the output directory under "agents.csv"</p>
<p><strong>Note: Utility numbers in Filatova, Parker, and van der Veen seem to be reported as percentages rather than values (i.e. 65.48 vs. 0.6548). Keep this in mind when comparing metrics like individual utility and aggregate utility.</strong></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">agent_csv</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="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">sim</span><span class="o">.</span><span class="n">output_directory</span><span class="p">,</span> <span class="s2">&quot;agents.csv&quot;</span><span class="p">))</span>
<span class="n">agent_csv</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Agent_ID</th>
      <th>Affordability</th>
      <th>Budget</th>
      <th>Distance_Cost</th>
      <th>Buying</th>
      <th>Selling</th>
      <th>Amenity_Preference</th>
      <th>Proximity_Preference</th>
      <th>Utility</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>0</td>
      <td>0.7</td>
      <td>800</td>
      <td>1</td>
      <td>False</td>
      <td>False</td>
      <td>0.096221</td>
      <td>0.590336</td>
      <td>0.481501</td>
    </tr>
    <tr>
      <th>1</th>
      <td>1</td>
      <td>0.7</td>
      <td>800</td>
      <td>1</td>
      <td>False</td>
      <td>False</td>
      <td>0.183954</td>
      <td>0.312560</td>
      <td>0.726208</td>
    </tr>
    <tr>
      <th>2</th>
      <td>2</td>
      <td>0.7</td>
      <td>800</td>
      <td>1</td>
      <td>False</td>
      <td>False</td>
      <td>0.180895</td>
      <td>0.136411</td>
      <td>0.873547</td>
    </tr>
    <tr>
      <th>3</th>
      <td>3</td>
      <td>0.7</td>
      <td>800</td>
      <td>1</td>
      <td>True</td>
      <td>False</td>
      <td>0.007140</td>
      <td>0.859641</td>
      <td>-1.000000</td>
    </tr>
    <tr>
      <th>4</th>
      <td>4</td>
      <td>0.7</td>
      <td>800</td>
      <td>1</td>
      <td>False</td>
      <td>False</td>
      <td>0.007415</td>
      <td>0.614898</td>
      <td>0.757503</td>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">utilities</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span> <span class="n">u</span> <span class="k">for</span> <span class="n">u</span> <span class="ow">in</span> <span class="n">agent_csv</span><span class="p">[</span><span class="s2">&quot;Utility&quot;</span><span class="p">]</span> <span class="k">if</span> <span class="n">u</span> <span class="o">&gt;=</span> <span class="mi">0</span> <span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;* The mean utility is </span><span class="si">{}</span><span class="s2"> and the standard deviation is </span><span class="si">{}</span><span class="s2">.&quot;</span><span class="o">.</span><span class="n">format</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">utilities</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">utilities</span><span class="p">)))</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;* The aggregate utility is </span><span class="si">{}</span><span class="s2"> for </span><span class="si">{}</span><span class="s2"> agents&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">utilities</span><span class="p">),</span><span class="nb">len</span><span class="p">(</span><span class="n">agent_csv</span><span class="p">)))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">utilities</span><span class="p">,</span> <span class="n">density</span><span class="o">=</span><span class="kc">True</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;Histogram of Utility for Agents who Purchases Cells&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;Utility&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;Density&quot;</span><span class="p">)</span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">gcf</span><span class="p">()</span>
<span class="n">fig</span><span class="o">.</span><span class="n">set_size_inches</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</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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<pre>* The mean utility is 0.7679090892821457 and the standard deviation is 0.155206709586073.
* The aggregate utility is 80.6304543746253 for 338 agents
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<div class=" highlight hl-ipython3"><pre><span></span><span class="sd">&quot;&quot;&quot; Cleaning up: deleting the outputs to reduce disk usage &quot;&quot;&quot;</span>
<span class="n">shutil</span><span class="o">.</span><span class="n">rmtree</span><span class="p">(</span><span class="n">sim</span><span class="o">.</span><span class="n">output_directory</span><span class="p">,</span> <span class="n">ignore_errors</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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