2nd_deg_equations_4.slides.html


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<title>2nd_deg_equations_4 slides</title>

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.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
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<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
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.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
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.highlight .nv { color: #19177C } /* Name.Variable */
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.highlight .sx { color: #008000 } /* Literal.String.Other */
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<h1 id="Second-Degree-Equations-Part-4">Second Degree Equations Part 4<a class="anchor-link" href="#Second-Degree-Equations-Part-4">&#182;</a></h1><h3 id="Cool-Applications-of-Second-Degree-Equations!">Cool Applications of Second Degree Equations!<a class="anchor-link" href="#Cool-Applications-of-Second-Degree-Equations!">&#182;</a></h3>
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<h2 id="But-First:-Example-Word-Problems">But First: Example Word Problems<a class="anchor-link" href="#But-First:-Example-Word-Problems">&#182;</a></h2><p>We want to build a fence enclosing a $12 \text{m}^2$ rectangle. If the width of the rectangle is 4 more than its length, how much fence do we need?</p>

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<p>Let $$x = \text{length of rectangle}$$</p>
<p>We know that the area is length$\cdot$width. So</p>
\begin{gather}
    x(x+4) = 12 \\
    x^2 + 4x = 12 \\
    x^2 + 4x - 12 = 0 \\
\end{gather}<p>Now we can solve two ways. We can use the quadratic equation
\begin{gather}
    x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \\
    x = \frac{-4 \pm \sqrt{64}}{2} \\
    x = 2, -6
\end{gather}</p>

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<p>Or we can factor directly
\begin{gather}
    x^2 + 4x - 12 = 0 \\
    (x + 6)(x-2) = 0
    \rightarrow x=-6, 2
\end{gather}</p>
<p>We take $x = 2$ (since lengths must be positive) and find the permiter is $$\boxed{P = 2 + 2 + 6 + 6 = 16}$$</p>

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<h2 id="A-second-word-problem">A second word problem<a class="anchor-link" href="#A-second-word-problem">&#182;</a></h2><p>In seven years, Mario will be five more than the square of his current age. How old is Mario?</p>

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<p>Let $$x = \text{the current age of Mario}$$</p>
<p>We are solving the following equation for $x$
\begin{gather}
    x^2 +  5 = x + 7 \\
    x^2 - x - 2 = 0  \\
    (x-2)(x+1) = 0 \rightarrow x = 2, -1
\end{gather}</p>
<p>Mario is $2$ years old!</p>

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<h2 id="A-harder-word-problem:-optimal-profit">A harder word problem: optimal profit<a class="anchor-link" href="#A-harder-word-problem:-optimal-profit">&#182;</a></h2><p>Let's say you're selling lemonade at a lemonade stand. Let's assume</p>
<ol>
<li>It costs 50 dollars to buy the stand (a one-time cost)</li>
<li>Every lemonade costs 2 dollar to make</li>
</ol>
<p>Additionally, let's assume that the demand curve follows the equations $$D(x) = 300 - 30x$$ where $x$ is the price you are charging to sell one glass of lemonade.</p>
<p>We want to figure out what price we should sell our lemonade at in order to maximize profit!</p>

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<h3 id="Step-1:-figure-out-our-sales">Step 1: figure out our sales<a class="anchor-link" href="#Step-1:-figure-out-our-sales">&#182;</a></h3><p>We know that if we charge $x$ dollars per lemonade, we will sell $300 - 3x$ glasses of lemonade. So, the total amount of money we make is $$S(x) = x(300 - 30x) = -30x^2 + 300x$$</p>
<h3 id="Step-2:-figure-out-our-costs">Step 2: figure out our costs<a class="anchor-link" href="#Step-2:-figure-out-our-costs">&#182;</a></h3><p>Firstly, we know we have to spend $50$ dollars on our stand. Then, for every glass we sell, we lose exactly $2$ dollars. So our costs look like $$C(x) = 2(300 - 30x) + 50 = 600 - 60x  + 50$$</p>
<h3 id="Step-3:-figure-out-our-profits">Step 3: figure out our profits<a class="anchor-link" href="#Step-3:-figure-out-our-profits">&#182;</a></h3><p>Our profit will be the difference between the money we make and the money we earn. So, $$P(x) = S(x) - C(x) = -30x^2 + 300x - 600 + 60x - 50$$ $$P(x) = -30x^2 + 360x - 650$$</p>
<p>We want to find the value of $x$ that <strong><em>maximizes</em></strong> P(x)$!</p>

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<h2 id="Graphing-P(x)">Graphing P(x)<a class="anchor-link" href="#Graphing-P(x)">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="o">-</span><span class="mi">30</span><span class="o">*</span><span class="n">x</span><span class="o">**</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">360</span><span class="o">*</span><span class="n">x</span> <span class="o">-</span> <span class="mi">650</span>

<span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Profit vs. Price of Lemonade&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span>

<span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;bottom&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">xaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;bottom&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;left&#39;</span><span class="p">)</span>
<span class="c1">#ax.yaxis.set_major_locator(ticker.MultipleLocator(1))</span>

<span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>

<span class="c1">#ax.set_ylim([0, 40])</span>
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<h2 id="Maximum-Profit">Maximum Profit<a class="anchor-link" href="#Maximum-Profit">&#182;</a></h2>$$P(x) = -30x^2 + 360x - 650$$<p>The maximum profit will be at the <strong><em>highest</em></strong> point of our parabola: the <strong><em>vertex</em></strong>!</p>
<p>We can calculate the vertex as</p>
\begin{align}
    \left(x_{ver}, y_{ver}\right) &amp;= \left( \frac{-b}{2a}, \frac{-(b^2 - 4ac)}{4a} \right) \\
                                  &amp;= \left( \frac{-360}{-60}, \frac{-(360^2 - 4(-30)(-650)}{-120} \right) \\
                                  &amp;= \left( 6, 430 \right)
\end{align}<p>So, we can get a maximum of profit of $430$ dollars by charging $6$ dollars for every cup of lemonade. Cool!</p>

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<h2 id="Some-Cool-Applications-of-Second-Degree-Equations">Some Cool Applications of Second Degree Equations<a class="anchor-link" href="#Some-Cool-Applications-of-Second-Degree-Equations">&#182;</a></h2>
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<h2 id="Linear-Regression">Linear Regression<a class="anchor-link" href="#Linear-Regression">&#182;</a></h2><p>Let's say we recorded the following data.</p>

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<div class="prompt input_prompt">In&nbsp;[239]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">plot_fit</span><span class="p">):</span>
    <span class="c1">#x = np.array([point[0] for point in data])</span>
    <span class="c1">#y = np.array([point[1] for point in data])</span>
    
    <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
    <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Age vs. Hours at Work&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</span><span class="p">)</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;bottom&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">xaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;bottom&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;left&#39;</span><span class="p">)</span>
    <span class="c1">#ax.yaxis.set_major_locator(ticker.MultipleLocator(1))</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">40</span><span class="p">])</span>
    <span class="c1">#ax.set_xlim([0, 50])</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;age (years)&quot;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;time spent at work/week (hours)&quot;</span><span class="p">)</span>
    
    
    <span class="k">if</span> <span class="n">plot_fit</span><span class="p">:</span>
        <span class="n">fit</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">polyfit</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>

        <span class="n">fit_x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">80</span><span class="p">)</span>
        <span class="n">fit_y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">polyval</span><span class="p">(</span><span class="n">fit</span><span class="p">,</span> <span class="n">fit_x</span><span class="p">)</span>

        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">fit_x</span><span class="p">,</span> <span class="n">fit_y</span><span class="p">)</span>
    
    
<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">80</span><span class="p">,</span> <span class="mi">60</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="o">-</span><span class="mf">0.05</span><span class="o">*</span><span class="n">x</span><span class="o">**</span><span class="mi">2</span> <span class="o">+</span> <span class="mf">4.4</span><span class="o">*</span><span class="n">x</span> <span class="o">-</span><span class="mi">60</span>
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
<span class="n">noise</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">normal</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">60</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="n">y</span> <span class="o">+</span>  <span class="n">noise</span>
<span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span>
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<p>It looks like we can possibly model this with a parabola!</p>

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<div class="prompt input_prompt">In&nbsp;[240]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">plot_fit</span><span class="p">):</span>
    <span class="c1">#x = np.array([point[0] for point in data])</span>
    <span class="c1">#y = np.array([point[1] for point in data])</span>
    
    <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
    <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Age vs. Hours at Work&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</span><span class="p">)</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;bottom&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">xaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;bottom&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;left&#39;</span><span class="p">)</span>
    <span class="c1">#ax.yaxis.set_major_locator(ticker.MultipleLocator(1))</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">40</span><span class="p">])</span>
    <span class="c1">#ax.set_xlim([0, 50])</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;age (years)&quot;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;time spent at work/week (hours)&quot;</span><span class="p">)</span>
    
    
    <span class="k">if</span> <span class="n">plot_fit</span><span class="p">:</span>
        <span class="n">fit</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">polyfit</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>

        <span class="n">fit_x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">80</span><span class="p">)</span>
        <span class="n">fit_y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">polyval</span><span class="p">(</span><span class="n">fit</span><span class="p">,</span> <span class="n">fit_x</span><span class="p">)</span>

        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">fit_x</span><span class="p">,</span> <span class="n">fit_y</span><span class="p">)</span>
    
    
<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">80</span><span class="p">,</span> <span class="mi">60</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="o">-</span><span class="mf">0.05</span><span class="o">*</span><span class="n">x</span><span class="o">**</span><span class="mi">2</span> <span class="o">+</span> <span class="mf">4.4</span><span class="o">*</span><span class="n">x</span> <span class="o">-</span><span class="mi">60</span>
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
<span class="n">noise</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">normal</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">60</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="n">y</span> <span class="o">+</span>  <span class="n">noise</span>
<span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
</pre></div>

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<p>Let's learn how the computer figures out this fit!</p>

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<h2 id="Error">Error<a class="anchor-link" href="#Error">&#182;</a></h2><p>We need to figure out a way to measure how "bad" a fit is. Let's say we have a guess to our answer and want to calculate how bad one point is.</p>

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<div class="prompt input_prompt">In&nbsp;[243]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">plot_fit</span><span class="p">):</span>
    <span class="c1">#x = np.array([point[0] for point in data])</span>
    <span class="c1">#y = np.array([point[1] for point in data])</span>
    
    <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">4</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>
    <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
    <span class="c1">#ax.set_title(&quot;Age vs. Hours at Work&quot;, fontsize=20)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</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="n">x</span><span class="p">)):</span>
        <span class="n">ax</span><span class="o">.</span><span class="n">annotate</span><span class="p">(</span><span class="s2">&quot;(&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="mi">2</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot;, &quot;</span>  <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="n">y</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="mi">2</span><span class="p">))</span><span class="o">+</span> <span class="s2">&quot;)&quot;</span><span class="p">,</span> <span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">+</span><span class="mf">0.2</span><span class="p">,</span> <span class="n">y</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">+</span><span class="mf">0.2</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">13</span><span class="p">)</span>
          
    
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;bottom&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">xaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;bottom&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;left&#39;</span><span class="p">)</span>
    <span class="c1">#ax.yaxis.set_major_locator(ticker.MultipleLocator(1))</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">annotate</span><span class="p">(</span><span class="s2">&quot;fit&quot;</span><span class="p">,</span> <span class="p">(</span><span class="mf">6.6</span><span class="p">,</span> <span class="mi">15</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="s2">&quot;30&quot;</span><span class="p">)</span>
    
    
    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">20</span><span class="p">])</span>
    <span class="c1">#ax.set_xlim([0, 50])</span>
    
    <span class="c1">#ax.set_xlabel(&quot;age (years)&quot;)</span>
    <span class="c1">#ax.set_ylabel(&quot;time spent at work/week (hours)&quot;)</span>
    
    
    <span class="k">if</span> <span class="n">plot_fit</span><span class="p">:</span>
        <span class="c1">#fit = np.polyfit(x, y, 2)</span>

        <span class="n">fit_x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
        <span class="n">fit_y</span> <span class="o">=</span> <span class="mi">2</span><span class="o">*</span><span class="n">fit_x</span>

        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">fit_x</span><span class="p">,</span> <span class="n">fit_y</span><span class="p">)</span>
        
        <span class="c1"># Draw error of one point</span>
        <span class="n">x_error</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
        <span class="n">y_error</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">y</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="mi">2</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]])</span>
        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_error</span><span class="p">,</span> <span class="n">y_error</span><span class="p">)</span>
        <span class="n">ax</span><span class="o">.</span><span class="n">annotate</span><span class="p">(</span><span class="s2">&quot;error&quot;</span><span class="p">,</span> <span class="p">(</span><span class="mf">1.2</span><span class="p">,</span> <span class="mf">7.5</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">24</span><span class="p">)</span>
    
    
<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">9</span><span class="p">])</span>
<span class="n">y</span> <span class="o">=</span> <span class="mi">2</span><span class="o">*</span><span class="n">x</span>
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
<span class="n">noise</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">normal</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="n">y</span> <span class="o">+</span>  <span class="n">noise</span>
<span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
</pre></div>

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<p>If our point is located at $\left(x_i, y_i)\right)$ then we can calculate the error as</p>
$$\text{error} = \left(y_i - fit(x_i)\right)^2$$<p>Why is this squared?</p>

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<h2 id="Error">Error<a class="anchor-link" href="#Error">&#182;</a></h2><p>We can calculate how bad a fit is by summing up the error of each point!</p>
$$\text{badness} = \sum_{\text{all points}} \left(y_i - fit(x_i)\right)^2$$
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<div class="prompt input_prompt">In&nbsp;[242]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">plot_fit</span><span class="p">):</span>
    <span class="c1">#x = np.array([point[0] for point in data])</span>
    <span class="c1">#y = np.array([point[1] for point in data])</span>
    
    <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
    <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
    <span class="c1">#ax.set_title(&quot;Age vs. Hours at Work&quot;, fontsize=20)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">markersize</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</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="n">x</span><span class="p">)):</span>
        <span class="n">ax</span><span class="o">.</span><span class="n">annotate</span><span class="p">(</span><span class="s2">&quot;(&quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="mi">2</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot;, &quot;</span>  <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="n">y</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="mi">2</span><span class="p">))</span><span class="o">+</span> <span class="s2">&quot;)&quot;</span><span class="p">,</span> <span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">+</span><span class="mf">0.2</span><span class="p">,</span> <span class="n">y</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">+</span><span class="mf">0.2</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">13</span><span class="p">)</span>
          
    
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;bottom&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">(</span><span class="s1">&#39;zero&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_color</span><span class="p">(</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">xaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;bottom&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;left&#39;</span><span class="p">)</span>
    <span class="c1">#ax.yaxis.set_major_locator(ticker.MultipleLocator(1))</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">annotate</span><span class="p">(</span><span class="s2">&quot;fit&quot;</span><span class="p">,</span> <span class="p">(</span><span class="mf">6.6</span><span class="p">,</span> <span class="mi">15</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="s2">&quot;30&quot;</span><span class="p">)</span>
    
    
    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">20</span><span class="p">])</span>
    <span class="c1">#ax.set_xlim([0, 50])</span>
    
    <span class="c1">#ax.set_xlabel(&quot;age (years)&quot;)</span>
    <span class="c1">#ax.set_ylabel(&quot;time spent at work/week (hours)&quot;)</span>
    
    
    <span class="k">if</span> <span class="n">plot_fit</span><span class="p">:</span>
        <span class="c1">#fit = np.polyfit(x, y, 2)</span>

        <span class="n">fit_x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
        <span class="n">fit_y</span> <span class="o">=</span> <span class="mi">2</span><span class="o">*</span><span class="n">fit_x</span>

        <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">fit_x</span><span class="p">,</span> <span class="n">fit_y</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="n">x</span><span class="p">)):</span>
            <span class="c1"># Draw error of one point</span>
            <span class="n">x_error</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">x</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">]])</span>
            <span class="n">y_error</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">y</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="mi">2</span><span class="o">*</span><span class="n">x</span><span class="p">[</span><span class="n">i</span><span class="p">]])</span>
            <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_error</span><span class="p">,</span> <span class="n">y_error</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;orange&quot;</span><span class="p">)</span>
            <span class="c1">#ax.annotate(&quot;error&quot;, (1.2, 7.5), fontsize=24)</span>
    
    
<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">9</span><span class="p">])</span>
<span class="n">y</span> <span class="o">=</span> <span class="mi">2</span><span class="o">*</span><span class="n">x</span>
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
<span class="n">noise</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">normal</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="n">y</span> <span class="o">+</span>  <span class="n">noise</span>
<span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
</pre></div>

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<p>Our goal is to <strong><em>find a fit that minimizes badness</em></strong>.</p>

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<h2 id="Machine-Learning">Machine Learning<a class="anchor-link" href="#Machine-Learning">&#182;</a></h2><p>Given our original data set, we want our computer to figure out the values for $a$ $b$ and $c$ for a parabola that minimizes badness. $$fit = ax^2 + bx + c$$</p>
<p>The process of figuring out these values is callled <em>linear regression</em>, which is a topic of <em>machine learning</em>.</p>
<p>Learning the exact way machines do this is a complicated topic, but just know there's many many different methods to do this.</p>

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<h2 id="Projectile-Motion">Projectile Motion<a class="anchor-link" href="#Projectile-Motion">&#182;</a></h2><p>When things are thrown into the air, they follow a parabolic arc!</p>
<p><img src="https://i.imgur.com/IoYK8sx.png" alt=""></p>
$$y = -\frac{1}{2}gt^2 + v_0t + y_0$$<p>where $$g = \text{acceleration due to gravity  } (9.8)$$ $$v_0 = \text{initial velocity in y-direction}$$ $$y_0 = \text{initial y position}$$</p>

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<h2 id="Example-Projectile-Motion">Example Projectile Motion<a class="anchor-link" href="#Example-Projectile-Motion">&#182;</a></h2><p>A ball is thrown upwards at $3$ meters/second at a height of $2$ meters above the ground. How long does it take to hit the ground?</p>
<p>We have $v_0 = 3$, $y_0 = 2$, and we are solving for when $y=0$</p>
\begin{gather}
    y = -\frac{1}{2}gt^2 + v_0t + y_0 \\
    0 = -\frac{1}{2}(9.8)t^2 + 3t + 2 \\
\end{gather}<p>Now we can use the quadratic equation to find $t$!</p>
\begin{gather}
    t = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \\
    t = \frac{-3 \pm \sqrt{3^2 - 4(-4.9)(2)}}{2(-4.9)} \\
    t = 1.01,  -0.4
\end{gather}<p>Our answer is $$\boxed{t = 1.01 \text{ seconds}}$$</p>

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<h2 id="Parabolas-in-Real-Life">Parabolas in Real Life<a class="anchor-link" href="#Parabolas-in-Real-Life">&#182;</a></h2><p>Parabolas are everywhere!</p>
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<img src="https://cdn.zmescience.com/wp-content/uploads/2016/01/TFDGubq.png" style="width:200px" />


<img src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTdlP0aByuN3yDuT_XRfMLCpkpzNBLa8RIMm2yj5r6unsD1tdeD" style="width:200px" />

<img src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTH_TNZIvzKUSS_ZWC4UBltxYUu0RzZcMfoM9YdLPTc4R3ztzqM" style="width:200px" />

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   <img src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQm3uG6cMbkGgIWSGbA7nvV139UEBQH-v4KRRcx5Cff-gJmk0f9Ig" style="width:200px" />

   <img src="https://i.ytimg.com/vi/OP1Ac_BNnyo/maxresdefault.jpg" style="width:200px" />

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<h2 id="Paraboloid">Paraboloid<a class="anchor-link" href="#Paraboloid">&#182;</a></h2><p><img src="https://upload.wikimedia.org/wikipedia/commons/thumb/1/12/Paraboloid_of_Revolution.svg/640px-Paraboloid_of_Revolution.svg.png?1548008701778" style="width: 400px"/></p>
$$z = x^2 + y^2$$<p>Imagine we rotated a parabola $360^{\circ}$ around the $y$ axis.</p>

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<h2 id="Paraboloids-in-Real-Life">Paraboloids in Real Life<a class="anchor-link" href="#Paraboloids-in-Real-Life">&#182;</a></h2><p><img src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRUvAVFPBjlQX8ot0gkKvfWx1hYIx4gtE1cHDJkzTAtpOGFG4kmjw" alt=""></p>
<p><img src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR_WlWiOUDmsanYpFbKDKm5Zlv2DsS3yINfo4os0W0hg6UwZnoR" alt=""></p>

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<h2 id="Wrapping-Up">Wrapping Up<a class="anchor-link" href="#Wrapping-Up">&#182;</a></h2><ul>
<li>We learned a lot about how to solve second degree equations in the past 3 lessons</li>
<li>Mathematics is more than just learning how to solve an equation, though</li>
<li>Every day, people are using the math that you learn to solve real world problems and create real things</li>
<li>Parabolas occur in the world far more often then you'd think! Keep an eye out for them!</li>
</ul>
<p>It's been very fun teaching you all. Thank you for a great three weeks!</p>

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