FIZ219_EST_UygulamaNotlari_07_Monte_Carlo_Yontemi_ile_Pi.html

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.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;
}
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<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
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.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
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.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

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

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

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

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<h1 id="Uygulama-Notlar&#305;:-7">Uygulama Notlar&#305;: 7<a class="anchor-link" href="#Uygulama-Notlar&#305;:-7">&#182;</a></h1><h2 id="F&#304;Z219---Bilgisayar-Programlama-I-|-23/11/2019">F&#304;Z219 - Bilgisayar Programlama I | 23/11/2019<a class="anchor-link" href="#F&#304;Z219---Bilgisayar-Programlama-I-|-23/11/2019">&#182;</a></h2><p><strong>Monte Carlo yöntemi ile Pi sayısının kestirimi</strong></p>
<ul>
<li>Rastgele sayılar (<code>rand</code>)</li>
<li>Filtreleme</li>
<li>Grafiklerde eksen aralıkları (<code>axis</code>)</li>
<li>Vektörlerin boyunu hesaplamak (<code>norm</code>)</li>
</ul>
<p>Emre S. Tasci <a href="mailto:emre.tasci@hacettepe.edu.tr">emre.tasci@hacettepe.edu.tr</a></p>

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<h1 id="Monte-Carlo-Y&#246;ntemleri">Monte Carlo Y&#246;ntemleri<a class="anchor-link" href="#Monte-Carlo-Y&#246;ntemleri">&#182;</a></h1><p>Analitik çözümü olmayan ya da olsa da zor olan problemlerin çözümünde rastgele sayıların kullanıldığı yöntemlere <em>Monte Carlo</em> yöntemleri denir. Yöntem ismini, Fransa ile İtalya'sınırının arasında yer alan Monaco Krallığı'nın kumarhaneleri ile ünlü Monte Carlo kentinden almaktadır. Bu uygulamada rastgele sayılar kullanarak $\pi$ sayısını kestirmeye çalışacağız.</p>

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<h3 id="Rastgele-say&#305;lar">Rastgele say&#305;lar<a class="anchor-link" href="#Rastgele-say&#305;lar">&#182;</a></h3><p>Octave'da rastgele sayılar İngilizce'de <em>rastgele</em> anlamına gelen "random" kelimesinden <code>rand</code> olarak türetilen komutla çağrılır. <code>rand</code> komutu her çağrılışında 0 ile 1 arasında "düzgün olasılık dağılımına" (<em>uniform distribution</em>) uygun bir sayı döndürür.</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">rand</span> <span class="c">% Bir kere çağıralım</span>
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<pre>ans =  0.20004
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<div class=" highlight hl-octave"><pre><span></span><span class="c">% 10 kere çağıralım:</span>
<span class="k">for</span> <span class="n">i</span><span class="p">=</span><span class="mi">1</span><span class="p">:</span><span class="mi">10</span>
    <span class="nb">rand</span>
<span class="k">endfor</span>
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<pre>ans =  0.91535
ans =  0.19091
ans =  0.52714
ans =  0.065438
ans =  0.83800
ans =  0.26223
ans =  0.041309
ans =  0.28172
ans =  0.64434
ans =  0.30931
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<p><code>rand</code> komutuna parametre olarak satır ve sütun sayısını verip, o boyutta bir matrisin rastgele değerlerle doldurulmasını sağlayabiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c">% 5x4&#39;lük bir matrisi rastgele sayılarla dolduralım:</span>
<span class="n">m</span> <span class="p">=</span> <span class="nb">rand</span><span class="p">([</span><span class="mi">5</span><span class="p">,</span><span class="mi">4</span><span class="p">])</span>
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<pre>m =

   0.568940   0.953060   0.641209   0.428858
   0.248290   0.282032   0.533379   0.082239
   0.777596   0.366795   0.653696   0.773377
   0.858389   0.764125   0.454753   0.562652
   0.879874   0.602596   0.658658   0.048215

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<h3 id="&quot;Ayn&#305;&quot;-rastgele-say&#305;lar">"Ayn&#305;" rastgele say&#305;lar<a class="anchor-link" href="#&quot;Ayn&#305;&quot;-rastgele-say&#305;lar">&#182;</a></h3><p>Bilgisayarda ürettiğimiz rastgele sayılar, belirli fonksiyonların sonucu olduklarından, aslında hiçbir zaman ideal olarak rastgele olamazlar. Rastgele sayıların üretiminde bilgisayarlar o sıradaki işlemci ısısı, günün saati, besleme voltajinın dalgalanma değeri gibi anlık ve değişken parametreleri bir arada yoğurup, bu değeri rastgele sayı üreticinde "tohum" (<em>seed</em>) olarak kullanır. Rastgele sayı üreteç fonksiyonunun özelliği, birbirine çok yakın iki değerden çok farklı iki sonuç üretmesidir.</p>
<p>Bazı durumlarda, ürettiğimiz rastgele sayıları aynı şekilde tekrarlanabilmesini isteriz (örn., Monte Carlo yöntemleri içeren bir çalışmanın bir başka kişi tarafından kontrol edilebilmesi, veya sınıfta/dökümanlarda verdiğiniz örneklerin sonrasında öğrenciler tarafından aynen yapılabilmesi maksadı ile). Bu gibi durumlarda, üretecin kullanacağı tohumu biz gireriz, bunu da, "seed" parametresi ile yaparız.</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c">% An itibarı ile üretecin tohumu rastgele bir sayı, </span>
<span class="c">% dilersek bunu öğrenebiliriz:</span>
<span class="n">mevcut_tohum</span> <span class="p">=</span> <span class="nb">rand</span><span class="p">(</span><span class="s">&quot;seed&quot;</span><span class="p">)</span>
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<pre>mevcut_tohum =   1.5686e-310
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<div class=" highlight hl-octave"><pre><span></span><span class="c">% Şimdi elimizle bir tohum değeri (219 olsun) girip,</span>
<span class="c">% 10 tane rastlantısal sayı üretelim:</span>
<span class="nb">rand</span><span class="p">(</span><span class="s">&quot;seed&quot;</span><span class="p">,</span><span class="mi">219</span><span class="p">)</span>
<span class="k">for</span> <span class="n">i</span><span class="p">=</span><span class="mi">1</span><span class="p">:</span><span class="mi">10</span>
    <span class="nb">rand</span>
<span class="k">endfor</span>
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<pre>ans =  0.65708
ans =  0.014786
ans =  0.15056
ans =  0.51622
ans =  0.22114
ans =  0.44253
ans =  0.57650
ans =  0.43923
ans =  0.64676
ans =  0.30993
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<div class=" highlight hl-octave"><pre><span></span><span class="c">% Herhangi bir başka zamanda, hatta bir başka bilgisayarda, </span>
<span class="c">% tohuma aynı değere atayıp, yine aynı sayıları elde edebiliriz:</span>
<span class="nb">rand</span><span class="p">(</span><span class="s">&quot;seed&quot;</span><span class="p">,</span><span class="nb">rand</span><span class="p">)</span> <span class="c">% Önce rastgele bir tohum atayalım</span>
<span class="n">m</span> <span class="p">=</span> <span class="nb">rand</span><span class="p">([</span><span class="mi">2</span> <span class="mi">5</span><span class="p">])</span>
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<pre>m =

   0.50165   0.75778   0.84164   0.18015   0.22673
   0.72982   0.80006   0.53716   0.51835   0.39345

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<div class=" highlight hl-octave"><pre><span></span><span class="c">% Şimdi ise tekrardan bir önce atadığımız değeri yazıp,</span>
<span class="c">% yine çalıştıralım:</span>
<span class="nb">rand</span><span class="p">(</span><span class="s">&quot;seed&quot;</span><span class="p">,</span><span class="mi">219</span><span class="p">)</span>
<span class="n">m</span> <span class="p">=</span> <span class="nb">rand</span><span class="p">([</span><span class="mi">5</span> <span class="mi">2</span><span class="p">])</span>
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<pre>m =

   0.657083   0.442527
   0.014786   0.576504
   0.150560   0.439225
   0.516222   0.646758
   0.221140   0.309934

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<p>Görüldüğü üzere, tekrardan geçen seferki tohum değeri atandığında üretilen rastgele sayılar gelmektedir.</p>

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<h2 id="Pi-say&#305;s&#305;n&#305;n-olas&#305;l&#305;ktan-bulunmas&#305;">Pi say&#305;s&#305;n&#305;n olas&#305;l&#305;ktan bulunmas&#305;<a class="anchor-link" href="#Pi-say&#305;s&#305;n&#305;n-olas&#305;l&#305;ktan-bulunmas&#305;">&#182;</a></h2><p>Kare şeklindeki bir kutuyu şekildeki gibi dört eşit parçaya böldüğümüzü düşünelim:
<img src="data:image/png;base64,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" alt="kare.png"></p>
<p>Bu karenin içine rastgele şekilde bir taş attığımızda, taşın kareli bölgeye düşme ihtimali: 1/4'tür (yani 0.25, yani %25). Eğer karenin üst yarısı taralı olsaydı, bu durumda attığımız taşın bu taralı bölgeye düşme ihtimali %50 olacaktı. İlgilendiğimiz <u>bölgenin alanı</u> ne kadar büyükse, taşın oraya düşme ihtimali de bölgenin alanı ile doğru orantılı olduğundan o oranda yüksek olur.</p>
<p>Bu sefer, bir karenin içine, ona kenarlarından teğet bir daire yerleştirelim:
<img src="data:image/png;base64,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" alt="daire.png"></p>
<p>Dairenin yarıçapı R ise, karenin bir kenarı 2R olacaktır. Sistemimizi kare şeklindeki bir tepsinin içine yerleştirilmiş dairesel bir tabak olarak düşünelim. Sonrasında tümüyle ince bir kum tabakası ile kaplayıp, dışarıya, tek-tük çizeleyen yağmurun altına koyalım - böylelikle her düşen yağmur damlası, sayılabilir bir iz bırakacaktır. Biraz önceki yorumlamamızdan, dairenin içine denk gelecek yağmur damlaları sayısının karenin içine denk gelen (yani toplam) yağmur damlaları sayısına oranı, dairenin alanının karenin alanına oranı olur: \begin{equation*}\frac{n_{daire}}{n_{kare}}=\frac{S_{daire}}{S_{kare}} = \frac{\pi R^2}{(2R)^2} = \frac{\pi}{4}\end{equation*}</p>
<p>Bu denklemden $\pi\$'yi çektiğimizde:</p>
\begin{equation*}\pi = 4 \frac{n_{daire}}{n_{kare}} \end{equation*}<p></p>
<p>eşitliğine ulaşırız.</p>

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<h2 id="Rastgele-at&#305;&#351;lar-(Ya&#287;mur-damlas&#305;-&#252;reteci-8)">Rastgele at&#305;&#351;lar (<em>Ya&#287;mur damlas&#305; &#252;reteci</em> 8)<a class="anchor-link" href="#Rastgele-at&#305;&#351;lar-(Ya&#287;mur-damlas&#305;-&#252;reteci-8)">&#182;</a></h2><p>Kare tepsimizin kenar uzunluğunu 1 birim olarak düşünelim, merkezini de orijine oturttuğumuzu. Bu durumda karenin içine düşen bir yağmur damlasının koordinatları $-0.5\le x\le 0.5; -0.5\le y\le0.5$ (ya da kısa gösterimle: $-0.5\le \{x,y\}\le 0.5$) olacaktır.</p>
<p>10 tane yağmur damlasını rastgele düşürelim. Her birinin düştüğü noktanın koordinatının bir x, bir de y bileşeni olacağına göre 10 adet sayı çiftinden bahsediyoruz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">rand</span><span class="p">(</span><span class="s">&quot;seed&quot;</span><span class="p">,</span><span class="mi">219</span><span class="p">)</span> <span class="c">% böyle başlayalım ki, sizde de, burada da aynı</span>
                   <span class="c">% sayılar üretilsin.</span>
<span class="n">xy</span> <span class="p">=</span> <span class="nb">rand</span><span class="p">([</span><span class="mi">10</span><span class="p">,</span><span class="mi">2</span><span class="p">])</span>
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<pre>xy =

   0.657083   0.452629
   0.014786   0.964740
   0.150560   0.310487
   0.516222   0.423140
   0.221140   0.742505
   0.442527   0.492505
   0.576504   0.140481
   0.439225   0.157931
   0.646758   0.746182
   0.309934   0.588177

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<p>Fark edeceğiniz üzere, koordinatlar planladığımız gibi [-0.5,0.5] aralığında değil de, rand'ın yapısı gereği [0,1] arasında. Sorun değil, zira bütün değerlerden 0.5 çıkartırsak, istediğimiz aralığa erişmiş oluruz:
\begin{equation*} 0\le rand \le 1\\
-0.5\le rand - 0.5 \le 0.5 \end{equation*}</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">xy</span> <span class="p">=</span> <span class="n">xy</span> <span class="o">-</span> <span class="mf">0.5</span>
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<pre>xy =

   0.1570832  -0.0473714
  -0.4852144   0.4647396
  -0.3494398  -0.1895126
   0.0162219  -0.0768603
  -0.2788600   0.2425045
  -0.0574735  -0.0074946
   0.0765038  -0.3595189
  -0.0607748  -0.3420686
   0.1467575   0.2461822
  -0.1900656   0.0881769

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<p>Bu noktaları çizdirmek istersek, x değerlerini xy matrisinin ilk sütunundan; y değerlerini ise xy matrisinin ikinci sütunundan alarak:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">plot</span><span class="p">(</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">1</span><span class="p">),</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">2</span><span class="p">),</span><span class="s">&quot;xb&quot;</span><span class="p">)</span>
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<p>Biz aksini belirtmediğimiz sürece, Octave grafiğin eksen aralıklarını, eldeki verileri mümkün mertebe en iyi şekilde gösterecek şekilde seçer (örneğimizde seçmiş olduğu $-0.5 \le x \le0.2$ ve $-0.4 \le y \le 0.8$ gibi). Tercih ettiğimiz aralığı <code>axis</code> komutu ile belirtiyoruz:</p>

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<div class="prompt input_prompt">In&nbsp;[11]:</div>
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<div class=" highlight hl-octave"><pre><span></span><span class="nb">plot</span><span class="p">(</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">1</span><span class="p">),</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">2</span><span class="p">),</span><span class="s">&quot;xb&quot;</span><span class="p">)</span>
<span class="nb">axis</span><span class="p">([</span><span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span> <span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span><span class="p">])</span>
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<p><code>axis</code> komutu parametre olarak -en genel haliyle- 4 elemanlı bir listeyi kabul eder:
<code>axis([x_min x_max y_min y_max])</code></p>
<p>Örneğin <code>axis([-4.1 5.6 0.2 7.2])</code> komutu, mevcut grafiğin x eksenini -4.1'den 5.6'ya; y eksenini de 0.2'den 7.2'ye kadar olacak şekilde çizdirir.</p>

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<h2 id="Dairenin-i&#231;ine-d&#252;&#351;en-ya&#287;mur-damlalar&#305;n&#305;n-saptanmas&#305;">Dairenin i&#231;ine d&#252;&#351;en ya&#287;mur damlalar&#305;n&#305;n saptanmas&#305;<a class="anchor-link" href="#Dairenin-i&#231;ine-d&#252;&#351;en-ya&#287;mur-damlalar&#305;n&#305;n-saptanmas&#305;">&#182;</a></h2><p>Bir önceki bölümde ürettiğimiz 10 yağmur damlası ile devam edelim: bunların kaçı dairenin içinde? İpucu olması açısından, damlalarımızı bu sefer, orijin ile beraber çizelim:</p>

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<div class="prompt input_prompt">In&nbsp;[12]:</div>
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<div class=" highlight hl-octave"><pre><span></span><span class="nb">plot</span><span class="p">(</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">1</span><span class="p">),</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">2</span><span class="p">),</span><span class="s">&quot;xb&quot;</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="s">&quot;r.&quot;</span><span class="p">)</span>
<span class="nb">axis</span><span class="p">([</span><span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span> <span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span><span class="p">])</span>
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<p>Orijini çizmek için, küçük bir hile yapıp, onu (0,0) şeklinde tek bir elemanı olan bir veri olarak tanımlayıp, kırmızı bir nokta şeklinde çizdirdik! 8)</p>
<p>Peki hangi noktalar daire içinde kalıyor?</p>
<p>Çok pratik olmasa da, grafiksel olarak bakalım diye, 0.5 yarıçapında bir daire çizip, öyle kontrol edebiliriz (bunun için parametrik takılıp, x'i $0.5Cos(t)$, y'yi de $0.5Sin(t)$ olarak tanımlayacağız):</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">t</span> <span class="p">=</span> <span class="nb">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">360</span><span class="p">,</span><span class="mi">1000</span><span class="p">);</span>
<span class="n">xx</span> <span class="p">=</span> <span class="mf">0.5</span><span class="o">*</span><span class="nb">cos</span><span class="p">(</span><span class="n">t</span><span class="p">);</span>
<span class="n">yy</span> <span class="p">=</span> <span class="mf">0.5</span><span class="o">*</span><span class="nb">sin</span><span class="p">(</span><span class="n">t</span><span class="p">);</span>
<span class="nb">plot</span><span class="p">(</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">1</span><span class="p">),</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">2</span><span class="p">),</span><span class="s">&quot;xb&quot;</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="s">&quot;r.&quot;</span><span class="p">,</span><span class="n">xx</span><span class="p">,</span><span class="n">yy</span><span class="p">,</span><span class="s">&quot;k.&quot;</span><span class="p">)</span>
<span class="nb">axis</span><span class="p">([</span><span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span> <span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span><span class="p">])</span>
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Qos8zcs9iRIx2ViBAQ/le7HPaQ6mRgB27il9CQzpNqoEfCk9ZcaavFgYmOGVAO/9AqUZqpUMEOqmZtGwJO8ztBGglTJym4ZKQL2tP7DqyYJUnleggGoyC2lZYJUhl8jAGrkdYZygnQwL8EAHFs/myRIh7G3GzgGP9oGQTqIGgFH1fO1O0HalxoBDejzNgdB2osaAW3pT5ME6Wm2dwMN6+evKAnSE/zeK9CKHq7dCdJWPbyjCMSmV9scBGkvVuqAtvRn8BGkzazUAfHoydqdIK3yeqlAhPqwdidIu6gREI/kRyRB+g1zIyBmaa/dCdL/WKkDOiHhJgnSBmoExCzV+0mCFIKVOqBrkhypBEmNgE5Kb+2u70FSI6C7EmtSr4OkRkDXpdSk/gZJjYA0JNOkngZJjYCUpNGkPgapu98tgIT1Lkj+2h6QpAR+OalfQbJSBySs63/Tr19BAiBaPQqS6RHQB92dJPUlSGoE9EdHm9SLIKkR0GddaVL6QVIjoIdWhrtONCn9IBXUCOiVzm26SzxI8X8DAMilHCSLdQAdmiSlHKSCGkED4h7req0rTfqm7QM4ipjPOKRhMAjLP+mt/CeUkP4MKdXp0XpzVZgmLRa/XnJqFL9OTJISDFJPbh0tDwfBiEAb8ovQtdcV8Y+HqQWpJzXKFU0yIgD7KEbFOF8OPLUgFZKvUS5vUj/+X4lOfu2tTNaJXMxrd0kFKbaT24B8ROjf/zftW/5JyEVILdIJUq8W63LFiGA4oHkrTzIXYYdEO0lKJ0iFvtUoZzigdf145iUiziYlEqR4Tmhj1p/8hgOg01IIUg8X6wAqinCSlEKQCmoEsL/YxszOBymSsAN0WgxjabeDZLEOoIqoFu66HaSCGgGUE8/42eEgtR5zgMS0O652OEiFePIO0EWRLNxVDdJsNpvP5xvfn2VZxQffwfQIIDGV/kDf9fX1cDj8+PHj999/f3l5mb9zPp/f3NycnZ1lWXZ2dvbDDz/UcZy/YS8DQL0Wi0UxtA4Gg1aG1vIzpMfHx+FweHd3d39///79++L9P/3008XFxd3d3YcPH37++ec6DnIrNQKoS+sjavkZ0mw2Oz8/DyEMh8PpdFq8/+XLl/kbG5fyqrNYB3BsrUySKi3ZDYfD/I2Li4uVd04mk3fv3r1586bK4+/WeswBEtPuwl2lIBXbFpZnSCGE0Wj05cuX+/v7oljryt0HMj0CiNDy4Pztt9+We5Dy95DOz88/f/4cQsg3LxTvf3h4eLJGIYTFkj3/RXsZAI6t3BbwEkP6uvIzpKurq/F4PBqNptPp7e1tCGEymdzc3Lx+/TrLsuvr6/zTPnz4UPqf2EaNAI5neeGuSVWXCCeTyXA43D0ZWnd6evrp06eDvsT0CKAxVYbcEiN8rtI9pBBC8etHjVEjgGNrZZLUjZcOspcBoC2NjcDdCFLB9AigGc2Ptx0IkukRQB90IEgF0yOAJhWjbjMTgy4FCYC2NNCk2INUnALTI4DmNTn2Rh0kd48A4nHsMTnqIBVMjwDa0tgIHG+QTI8AYnPUkTneIBVMjwDa1cw4HGmQTI8A+ibSIAEQp+NNGGIPkvU6gBg0MBrHGCTrdQAxO9IoHWOQCqZHAPE49pgcXZBMjwDid4yxOrogFUyPAHol3iABEJujThXiCpL1OoCuqH3EjitIBet1AHE63vgcaZAA6JuIguRPHwH0WURBAqATjvSnzQUJgCjEEiT76wA65BiTpFiCVHADCaCfogsSAP0URZCs1wF0V11jeBRBKlivA+iK2kfsuIIEQG8JEgBV1bJq136QvEADQEfVO263HyQACIIEQCRaDpIN3wBpqD6exzJDcgOpizZefn7GgF6pcfSOJUh00WKxmp/BIPjRAihHkKhkuUlqBFTRZpDcQEpD3iQ1gt6q65W/o5ghuYEEQBRBotPyudH6/SSAgwgSlSyv1GkSUIUgUcnKaqvFV6C01oJkRwNAMmrZ19D+DMmOBgBCDEECgCBIAERCkACIgiABEIWWg2RHA0Aaqo/nZkgAREGQAIiCIAEQBUECIAqCBEAUBAmAKLQQpOKl9+z5BkhJxZdYNUMCIAqCBEAUBAmAKAgSAFEQJACiIEgAREGQAIiCIAEQBUECIAqCBEAUBAmAKBwrSLPZbD6fH+nBAUjPUYJ0fX398PBwc3MzmUyO8fgApOeb2h/x8fFxOBze3d1lWfb27dvLy8vlj5Z7CVgAklf/DGk2m52fn4cQhsPhdDqt/fGhe/wcBns4ypLdcDjM37i4uDjG40O91ntRZ0Hyx9IkeEr9S3YhhCzL8jd2z5D8pT4isViEwSC4DKG0Wm7H1D9DOj8///z5cwghy7Kzs7Mdn7n4/2o/BjhU3qRczXHKH8t1TtJqGc/rnyFdXV2Nx+PRaDSdTm9vb2t/fDiSokn1t0ONYA9HWbL7xz/+MZlM/vSnPxU3kwqLxcJGOwDWHSVIIYSV3d4Qv2Klzv0kaIWXDoIQfhuh5ftJQGMECTZMicyQoHmCBPIDURAkAKIgSABEQZAAiIIgARAFQQIgCoIEQBQECYAoCBJQg+P+TSn6QZCAGqy83pLXA6SEFoJU/MEML/sNKSmapEa9VfHPrpohAbXxt3epQpCA2uQ1svZBOYIE1KOYG2kS5QgSUIOVlTpNogRBAmqwft/InSQOJUgARKHlINn5DZCG6uO5GRIAURAkaJp1AdhIkKBp6zvQJAqCIEErlpvkpQ0g903bBwA9VTRJjUhALTvUWpsheYlVgPSUe1nVnCU7aEe+UucVDaAgSNCC5ftGmgQ5QYKmre9icBsJgiBB8+SHxNS1FaDNINnXAJCSKjsaghkSAJEQJACiEEuQrNoBdFGNo3fLQaq44AhAJKqP57HMkADoOUECIAoRBcltJIBuKcbtWu6/tB8kt5EACDEECQBCbEGyagfQFbWP2FEEyaodQHfVNYZHESQAECQAohBLkLzyN0CH1LvhOxdLkADouRiDZJIEELMjjdIRBcleO4BuqXfcjihIAPRZpEGyagcQp+ONz3EFyaodQFfUPmLHFSQAeiveIFm1A4jNUUfm6IJk1Q4gfscYq6ML0jKTJIB4HHtMjjFIJkkAMTvSKB1jkJaZJAHEoIHRONIgmSQBxOl443OkQQKgbzoQJKt2AO1qZhyON0hW7QBic9SROd4gLTNJAmhLYyNw1EEySQKIx7HH5KiDtMwkCaB5TY69sQfJJAkgBg2MxrEHKSydhfgnSdEfIMABGh51OxCkDlksVpskUUACmlms6liQ4p8kLTdpMAhWHIGOan68rRqk2Ww2n883vj/LsooPXujWnaS8SWoEpKGxEfibKl98fX09HA4/fvz4/fffX15e5u+cz+c3NzdnZ2dZlp2dnf3www91HOevBoNBt/oE0DmtLEeVnyE9Pj4Oh8O7u7v7+/v3798X7//pp58uLi7u7u4+fPjw888/13GQIXRqkpTPjdbvJwF0TpNjb/kZ0mw2Oz8/DyEMh8PpdFq8/+XLl/kbG5fyahHzJGl5pS5vUqxHCrBZW3frKy3ZDYfD/I2Li4uVd04mk3fv3r1586bK469YLBaRb2pYz48aAd2yPMw2/KP/wUGaTCa//PLLixcvQgjFtoXlGVIIYTQaffny5f7+vijWuor/z3FOkuI7IoCSDhpjl4f0b7/9tty/eHCQLi8v8/0Lj4+Ps9kshJBvXig+4eHhIa/R7scpl5PlSVKcTQLortKrUMuj8enpabkHKb9kd3V1NR6PR6PRdDq9vb0NIUwmk5ubm9evX2dZdn19nX/ahw8fSv8TG8W/cAfQda38uF91kjGZTIbD4Y6luY1OT08/ffpU+h9tcYkTIFV1Da2lR/hKmxpCCMWvHzXJwh1AvWL4Qb9jLx0EwFG1+CN+V4O0fMrcUgKoIpJRtKtBCu4eAdSt3XG1w0FaFkneATonnvGz20GycAdQRQx7GQrdDhIAtWi9RiGBIJkkAZQT25jZ+SAFTQI4XFSLdbkUggRAaZHUKCQTJJMkgP3FOU4mEqSgSQD7iXCxLpdOkAA4SFQ1CokFySQJYLeYx8akghTiCz5APKJdrMulFqSwdJYHg0HMPwsANCnyGoUkgxSs3QH8Vvw1CqkGCYCNoq1RSDhIJkkAua6MgckGKWgSQEcW63IpBwmAQuQ1CskHySQJ6LNujXuJByloEtBXHVqsy6UfpKBJQP90rkahJ0EKmgT0SRdrFPoTpKBJQD90tEahV0ECIGb9CtLKJMk8CUjJyrDWrelR6FuQQgiLxcLaHZCeldGsczUKPQwSQPK6WKPQ2yCZJAEp6fRKXaGnQQqaBKQijRqFPgcpaBLQfcnUKPQ8SEGTgC5LqUZBkIImAd2UWI2CIAF0UXo1CoKU8wuzQIekOkYJ0v/4hVmgE1bmRslMj4Ig7aBJQGySXKkrCNJvrHyDNQmIR/IjkiCtsnYHRCjhlbqCIG2mSUA80l6pKwjSXjQJaEtPahQEaQdrd0Dr+lOjIEhP8itKQFt6VaMgSPuw9Q5oWNf/9ms5grSXnlwNQAwS+Nuv5QjSvqzdAQ3obY2CIB3ENockrXwbfVdpUR9+2WgHQapEkxKwWPwaocEg9GwEICI9vGm0QpAOZo9DevImqRFtcRcgJ0hlWLsDjqSHK3UFQSrPNodk5HOj5bU7aEY/t3dvI0iVWL5LwPJKnSbRpD5vqNtIkKpab5Isdcj6fSNNogHrA4UaBUGqRZ/XfLtu4/et099Mu9g7xwBSEKTauKVEDOxij5ybRjsIUp3cUiIGdrFHq+e/9/okQaqZW0rAOkPBPgSpfus/+LgQaZJd7LFZ379gbrSRIB2LJtEKu9ijYjfdQb5p+wBSll95xeWYv+Fy5Hg27mKnLVJ0KDOkozNVojFGvHioUQmC1AQ7HaA/LNOVZsmuISvLd8EKHiRn/QdNT/CDmCE1av3qNFWCNKhRdWZITds4VXLhQndJUV3MkNrhLypBqtSoNDOkWLilBJ1j80K9qs6QZrPZfD7f+KEsy7Z9iNzG13QwW4L42Up3DJWCdH19/fDwcHNzM5lMVj40n89fvXr17NmzKo/fE7IEHbIxRWpUi/JBenx8HA6Hd3d39/f379+/X/nou3fvTk5OzJD2t3EDnixBVOxfOKry95Bms9n5+XkIYTgcTqfT5Q+Nx+MXL15kWWaGdJD1DXjBHjyIgxQ1oNKS3XA4zN+4uLgo3jmbzWaz2e3tbaXj6jEreBAVa3SNOThIk8lkNBo9PDyEELIsy9+5PEMaj8fPnz8fjUZZlr19+7b4nBWDJaWOPHGyBK3b+KSToo1qGdIPXrK7vLy8vLwMITw+Ps5msxBClmVnZ2fFJ9ze3n79+jWEMJ1Or66uTk5ONj6Ob+o+FovF+gpecPbgyDaOqp53OyyfnNPT03IPUv4e0tXV1Xg8Ho1G0+k0X6CbTCY3NzefPn3KP+Hk5CRPF1Vsu7EUPD3gCKSoRVVvmE8mk+FwWNxM2tPp6WnRLfZn9QCOylOsFqVH+Kqv1GAO1CQvGQ5HIkUx8NJB3SNLUCMpiocgdZUsQUVSFBtB6jbb8KAEKYqTIHWebXiwPymKmSAlonhSWcSDjeznjp8gpca9JVhhVtQVgpQmWYJgVtQ1gpSybVkKnpMkTYc6SpDSZ9cDvWKBrrsEqS9kiYRte4Vp13a3CFK/7MhS8Oylg6QoJYLURxuzFJSJ7tjxR3dcvd0lSP21LUvBUh4Rk6KECVLfbfyN2uX3eJITCXvnkidI/M+2Mi3/pyc/DTMf6hVBYpWlPGIgRT0kSGxmKY/m7YhQcMn1gCDxBEt5NMB8iCBI7O/JOVMwdnAgHWKZIHGwJ28yLX8arNi9LhdcOT0mSJS0PGrYAcE+zIfYTZCowZ5zpmDc6R/zIfYnSNTmyTlTsKbXA08WKPjWs4UgcRQ7dkAUrOklY58IBd9rniJIHNeet5o2fj4xEyFqJ0g0x5pe14kQRyVItGP/Nb2NX0UzFIgmCRItWxnLdo+A1veObc8C5Zx/6iVIxGWfZb3dn2CU3N9B+ck5vRyPIP1qMBh4su2pmXN10ORpx6e1/m2N4dLKj+HQArVy2DGcrq5I7FwJEp2x/sQrnahtD5iGfTaMbJPqOaETBIkOKzeF2v/zIxydSyyybZNPmCL8f6S3BIl0bBxbq4zgJRa4VratFyP++naMGtOy/+E9+R5okSCRuB1jbu1J2Pgno/b5deAaaQzd1c6E/fT0tPl/FIBmfPr0qcRXWUGGI1rf2+YZB9sIEgBR+F3bBwAAIQgSAJEQpDCbzebz+cYPZVm27UO9te10zWazLMuaP55O2HGNEVxUB0p4yPp/f/vb39o+hjZdX19nWTYej4fD4XA4XP7QfD7/wx/+8Ne//rWtY4vQxtM1n8///Oc//+c///nnP//573//+/e//327BxmbHdcYwUV1oMSHrEWP/etf//rxxx8Xi8Xnz5//8pe/rHz0xx9//O677/773/+2cGRR2na63r9///e//z1/+7vvvmvl2KK1+xrDRXWQ5IesXv9i7Gw2Oz8/DyEMh8PpdLr8ofF4/OLFiyzLnj171tLRRWfb6Xr58mX+RqfXCo5kxzVGcFEdKPkhq+/3kIo578XFRfHO2Ww2m81ub29bOqh4bTxd+dLBZDK5ubl58+ZNS4cWr40njYKL6iBpD1l9nCFNJpNffvnlxYsXIYTilunyjxvj8fj58+ej0SjLsrdv375586a3S//FufrjH/8YtpyuEMJoNPry5cv9/X1vT9QO204aORfVQdIesvoYpMvLy8vLyxDC4+PjbDYLIWRZdnZ2VnzC7e3t169fQwjT6fTq6urk5KStQ21dca5CCOfn5xtP18PDQz5wtHOIcdt20si5qA6y7XQlM2T1/ZUaXr16dXFxMZ1Ob29vr66u8iWC4lWYrq+vP3z40OoBxmX5dD179iw/V2/fvv348WPxHHDGVqxcY20fTnQ2Pgdfv37totpo43Ow+GjXh6y+BymEMJlM7Mfdn9NVgpO2m/NzkIRPlyABEIW+77IDIBKCBEAUBAmAKAgSAFEQJACi8H8smR5aynksqQAAAABJRU5ErkJggg==
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<p>Görünüşe göre, sol üstteki nokta hariç, 9 yağmur damlası dairemizin  içine düşmüş. Bu durumda: $pi = 4 \cdot \frac{9}{10} = 3.6$ -- bildiğimiz $\pi$ değerine pek yakın değil, ama olsun, başlangıç için idare eder.</p>
<p>Gelelim hangi noktaların dairenin içine düştüğünün <em>analitik</em> olarak tespitine: dairenin yarıçapı 0.5 ve merkezi orijinde olduğuna göre, dairenin içinde kalan bütün noktaların orijine uzaklığı (<em>d</em>): $d\le0.5$ olmalı.</p>
<p><code>xy</code> noktalar setimizin ilk elemanını ele alalım (bu noktaya a diyelim):</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">a</span> <span class="p">=</span> <span class="n">xy</span><span class="p">(</span><span class="mi">1</span><span class="p">,:)</span>
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<pre>a =

   0.157083  -0.047371

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<p>Bu noktayı şu şekilde bileşenleri cinsinden gösterebiliriz:
<img src="data:image/png;base64,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" 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<p>Orijine olan <em>d</em> mesafesi de Pisagor teoreminden kolaylıkla hesaplanır:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">d</span> <span class="p">=</span> <span class="nb">sqrt</span><span class="p">(</span><span class="n">a</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span> <span class="o">+</span> <span class="n">a</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>^<span class="mi">2</span><span class="p">)</span>
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<pre>d =  0.16407
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<h2 id="Bir-vekt&#246;r&#252;n-boyunu-hesaplamak">Bir vekt&#246;r&#252;n boyunu hesaplamak<a class="anchor-link" href="#Bir-vekt&#246;r&#252;n-boyunu-hesaplamak">&#182;</a></h2><p>İki boyutlu bir $\vec{a}$ vektörümüz olsun. Bu vektörü bildiğimiz üzere, bileşenleri cinsinden yazarsak: $\vec{a} = a_x \widehat{\textbf{i}} + a_y \widehat{\textbf{j}}$. Vektörün boyu -yukarıda da gördüğümüz üzere- Pisagor teoremi uyarınca, bileşenlerinin karelerinin toplamının kökü olarak verilir. Yukarıdaki örneğimizden devam edersek:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">a</span> <span class="c">% a, 2 boyutlu bir vektör: ilk bileşen x, ikincisi y bileşeni</span>
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<pre>a =

   0.157083  -0.047371

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<p>Pisagor'dan hesaplarsak:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">d</span> <span class="p">=</span> <span class="p">(</span><span class="n">a</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span> <span class="o">+</span> <span class="n">a</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span><span class="p">)</span><span class="o">.^</span><span class="p">(</span><span class="mi">1</span><span class="o">/</span><span class="mi">2</span><span class="p">)</span>  <span class="c">% Kök işleminin sayının 1/2. kuvveti olduğunu unutmayın!</span>
<span class="n">d</span> <span class="p">=</span> <span class="p">(</span><span class="n">a</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span> <span class="o">+</span> <span class="n">a</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span><span class="p">)</span><span class="o">.^</span><span class="p">(</span><span class="mf">0.5</span><span class="p">)</span>  <span class="c">% Burada da 1/2 yerine 0.5&#39;i doğrudan yazdık</span>
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<pre>d =  0.16407
d =  0.16407
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<p>iki işlem arasında bizim açımızdan hiçbir fark yok -- ha (1/2). kuvveti aldırmışız, ha (0.5). kuvvetini... Halbuki, bilgisayar açısından epey bir fark var: kuvvet olarak (1/2) yazdığımızda, kuvvet işlemine gitmeden önce, ek bir işlem olarak 1/2 hesaplanıyor, 0.5 bulunuyor ve ondan sonra kuvvet işlemi uygulanıyor. 1 tane vektörde bu pek bir şey fark ettirmese de, bir milyon vektörün boyunu hesaplatırken boş yere fazladan bir milyon işlemi yaptırmış oluyoruz.</p>
<p>Bir de hazır tanımlı olarak gelen <code>sqrt</code> karekök bulma fonksiyonu ile hesaplatalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">d</span> <span class="p">=</span> <span class="nb">sqrt</span><span class="p">(</span><span class="n">a</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span> <span class="o">+</span> <span class="n">a</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span><span class="p">)</span>
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<pre>d =  0.16407
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<p>Sonuç şaşırtıcı değil ama emin olun ki, özelleştirilmiş bir durumu (bizim durumumuzda üs almanın üssün 0.5'e özelleştirilmiş durumu) karşılayan fonksiyonlar her zaman için daha hızlı çalışır, zira sıklıkla kullanıldıkları için kendilerine özel bir fonksiyon tanımlanmış ve mümkün mertebe işlemleri bu özel koşullar altında optimize edilmiştir. O yüzden her zaman için özel bir iş için tanımlı komutlar varsa, onlardan faydalanmalıyız.</p>

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<p>Vektör boylarını hesaplamak konusunda biraz daha düşünelim. Yukarıda Pisagor teoremi doğrultusunda bu işi yaptık (3-boyutta Pisagor teoremi: $d=\sqrt{a_x^2 + a_y^2 + a_z^2}$ ile verilir). Vektörlerdeki skaler çarpımdan biliyoruz ki: $\vec{a} \cdot \vec{b} = a_x b_x + a_y b_y + a_z b_z$. $\vec{a}$, kendisi ile skaler çarpıldığında ise bir önceki açık çarpım ifadesi şu hale gelir: $\vec{a} \cdot \vec{a} = a_x^2 + a_y^2 + a_z^2$, o halde: $ d = \sqrt{\vec{a} \cdot \vec{a}} = \sqrt{\vec{a}^2}$.</p>
<p>Octave'da skaler vektörü çarpımının <code>dot</code> komutu ile yapıldığını görmüştük, o zaman:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">d</span> <span class="p">=</span> <span class="nb">sqrt</span><span class="p">(</span><span class="nb">dot</span><span class="p">(</span><span class="n">a</span><span class="p">,</span><span class="n">a</span><span class="p">))</span>
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<pre>d =  0.16407
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<p>Vektörlerle uğraştığımız için, tek amacı vektörlerin boyunu bulmak olan, bu konuda optimize edilmiş, hazır bir komut var: <code>norm</code></p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">d</span> <span class="p">=</span> <span class="nb">norm</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
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<pre>d =  0.16407
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<p><u>**Özet olarak:**</u> Vektörlerin boyunu hesaplamak için <code>norm</code> kullanmamız en verimli yöntem olmaktadır.</p>

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<h2>Noktalarımızın orijine uzaklıkları <br>(<em>ya içindesindir çemberin, ya da dışında yer alacaksın...</em>)</h2>
<p>Noktalarımızı bir hatırlayalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">xy</span>
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<pre>xy =

   0.1570832  -0.0473714
  -0.4852144   0.4647396
  -0.3494398  -0.1895126
   0.0162219  -0.0768603
  -0.2788600   0.2425045
  -0.0574735  -0.0074946
   0.0765038  -0.3595189
  -0.0607748  -0.3420686
   0.1467575   0.2461822
  -0.1900656   0.0881769

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<p>Matrise körlemesine <code>norm</code> çektiğimizde beklemediğimiz bir sonuçla karşılaşıyoruz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">norm</span><span class="p">(</span><span class="n">xy</span><span class="p">)</span>
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<pre>ans =  0.90029
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<p>Halbuki bizim aklımızdan, şuna benzer bir etki geçiyordu:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="k">for</span> <span class="n">i</span> <span class="p">=</span> <span class="mi">1</span><span class="p">:</span><span class="mi">10</span>
    <span class="nb">norm</span><span class="p">(</span><span class="n">xy</span><span class="p">(</span><span class="n">i</span><span class="p">,:))</span>
<span class="k">endfor</span>
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<pre>ans =  0.16407
ans =  0.67187
ans =  0.39752
ans =  0.078554
ans =  0.36956
ans =  0.057960
ans =  0.36757
ans =  0.34743
ans =  0.28661
ans =  0.20952
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<p>Benzer bir sonucu, xy matrisimizin sütun bileşenlerinin karelerini toplayıp kökünü alarak da bulabilirdik (bu yol çok verimli olmasa da):</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">sqrt</span><span class="p">(</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">1</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span> <span class="o">+</span> <span class="n">xy</span><span class="p">(:,</span><span class="mi">2</span><span class="p">)</span><span class="o">.^</span><span class="mi">2</span><span class="p">)</span>
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<pre>ans =

   0.164071
   0.671875
   0.397521
   0.078554
   0.369556
   0.057960
   0.367569
   0.347426
   0.286607
   0.209523

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<p><code>norm(xy)</code> dediğimizde bize verdiği <code>0.90029</code> da neyin nesi? (şimdilik bir kenara bırakmak kaydıyla: matrisin kompleks eşlenik transposesi ile çarpıldığında ortaya çıkan sonucun en büyük özdeğerinin kökü, bir başka deyişle (ve gördükten hemen sonra unutmak şartıyla):</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">xyxy</span> <span class="p">=</span> <span class="p">(</span><span class="n">xy</span><span class="o">&#39;*</span><span class="n">xy</span><span class="p">)</span>
<span class="n">lambdalar</span> <span class="p">=</span> <span class="nb">eig</span><span class="p">(</span><span class="n">xyxy</span><span class="p">)</span>
<span class="nb">sqrt</span><span class="p">(</span><span class="n">lambdalar</span><span class="p">)</span>
<span class="nb">max</span><span class="p">(</span><span class="nb">sqrt</span><span class="p">(</span><span class="n">lambdalar</span><span class="p">))</span>

<span class="nb">disp</span><span class="p">(</span><span class="s">&quot;--------------------&quot;</span><span class="p">)</span>

<span class="c">% ya da tek satirda hepsini toplarsak:</span>
<span class="nb">max</span><span class="p">(</span><span class="nb">sqrt</span><span class="p">(</span><span class="nb">eig</span><span class="p">(</span><span class="n">xy</span><span class="o">&#39;*</span><span class="n">xy</span><span class="p">)))</span>  <span class="c">% bir matrisin 2. dereceden norm&#39;u</span>
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<pre>xyxy =

   0.53075  -0.22250
  -0.22250   0.63356

lambdalar =

   0.35379
   0.81052

ans =

   0.59481
   0.90029

ans =  0.90029
--------------------
ans =  0.90029
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<p>Dediğimiz gibi, bu kısmı şimdilik hiç bilmiyormuş gibi yapacağız (kuantum mekaniğinde kullanmak üzere özdeğerleri ve özvektörleri öğreninceye kadar! 8).</p>
<p>Başkaları da <code>norm</code> komutunu bizim kafamızdaki amaç gibi kullanmak istemişler ki, bizim gibiler için özel bir parametre ile çağrılınca o şekilde çalışmasına karar verilmiş:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">mesafeler</span> <span class="p">=</span> <span class="nb">norm</span><span class="p">(</span><span class="n">xy</span><span class="p">,</span><span class="s">&quot;rows&quot;</span><span class="p">)</span>
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<pre>mesafeler =

   0.164071
   0.671875
   0.397521
   0.078554
   0.369556
   0.057960
   0.367569
   0.347426
   0.286607
   0.209523

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<p>Bu değerlerin az yukarıda <code>for</code> döngüsü ile satır satır ilerleyerek hesaplattığımız sonuçlarla aynı olduğunu teyit edin. <em>(...ve, tahmin edeceğiniz üzere, <code>norm</code> komutunu "columns" parametresi ile çağırsaydık, bu sefer de satır satır değil, sütun sütun ilerleyip, 10 boyutlu iki adet sütun vektörün boylarını hesaplayacaktı).</em></p>

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<h2 id="Filtreleme-(Eleme)">Filtreleme (Eleme)<a class="anchor-link" href="#Filtreleme-(Eleme)">&#182;</a></h2><p>Artık elimizde her bir noktanın orijine olan mesafesi var, o mesafeleri de <code>xy</code> matrisimize üçüncü sütun ekleyip, kısa bir süreliğine bir kenara kaldıralım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">xy</span> <span class="p">=</span> <span class="p">[</span><span class="n">xy</span> <span class="n">mesafeler</span><span class="p">]</span>
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<pre>xy =

   0.1570832  -0.0473714   0.1640706
  -0.4852144   0.4647396   0.6718749
  -0.3494398  -0.1895126   0.3975213
   0.0162219  -0.0768603   0.0785536
  -0.2788600   0.2425045   0.3695556
  -0.0574735  -0.0074946   0.0579600
   0.0765038  -0.3595189   0.3675686
  -0.0607748  -0.3420686   0.3474256
   0.1467575   0.2461822   0.2866068
  -0.1900656   0.0881769   0.2095235

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<p>Bu uygulama notlarının 4.sünde, <code>while</code> komutunu incelerken, kriter olarak kullanmak üzere, bilgisayara birtakım önermelerde bulunup, doğruluğunu sormuştuk, doğrudan oradan alıntılarsak:</p>
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<li>3, 1'den büyüktür: 3 &gt; 1</li>
<li>5, 4'ten küçüktür: 5 &lt; 4</li>
<li>12, 13'ten küçük veya eşittir: 12 &lt;= 13</li>
<li>12, 12'den büyük veya eşittir: 12 &gt;= 12</li>
<li>3, 7'ye eşit değildir: 3 != 7</li>
<li>7, 7'ye eşittir: 7 == 7</li>
<li>3, 5'e eşittir: 3 == 5</li>
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<div class=" highlight hl-octave"><pre><span></span><span class="mi">3</span> <span class="o">&gt;</span> <span class="mi">1</span>
<span class="mi">5</span> <span class="o">&lt;</span> <span class="mi">4</span>
<span class="mi">12</span> <span class="o">&lt;</span><span class="p">=</span> <span class="mi">13</span>
<span class="mi">12</span> <span class="o">&gt;</span><span class="p">=</span> <span class="mi">12</span>
<span class="mi">3</span> <span class="o">!=</span> <span class="mi">7</span>
<span class="mi">7</span> <span class="o">==</span> <span class="mi">7</span>
<span class="mi">3</span> <span class="o">==</span> <span class="mi">5</span>
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<pre>ans = 1
ans = 0
ans = 1
ans = 1
ans = 1
ans = 1
ans = 0
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<p>Octave'ın bize verdiği yanıtlar <strong>Doğru</strong> (True, 1) ya da <strong>Yanlış</strong> (False, 0) olmakta idi. Bu kısımda bu önermeleri her seferinde bir tane olmaktan kurtarıp, topluca matrislere uygulayacağız.</p>

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<p>Elimizde 20 ile 70 arasındaki rastgele tam sayılardan oluşan 10 elemanlı bir küme olsun. Bu kümeyi <code>rand</code> komutunu kullanıp, 1x5'lik bir küme oluşturup, 50 ile çarpıp, ona da 20 ekleyip sonrasında da tam sayılara yuvarlayarak (yani: <code>round(rand([1 10]) * 50 + 20)</code>) elde edebiliriz ama yorulmayalım diye bu iş için özel bir fonksiyon tanımlamışlar: <code>randi</code></p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">rand</span><span class="p">(</span><span class="s">&quot;seed&quot;</span><span class="p">,</span><span class="mi">219</span><span class="p">)</span> <span class="c">% Başlamadan biz yine tohumu ayarlayalım her ihtimale karşı ki,</span>
                 <span class="c">% sizin üreteceğiniz sayılar buradakilerle aynı olsunlar.</span>
<span class="n">sayilar</span> <span class="p">=</span> <span class="nb">randi</span><span class="p">([</span><span class="mi">20</span> <span class="mi">70</span><span class="p">],[</span><span class="mi">1</span> <span class="mi">10</span><span class="p">])</span> <span class="c">% 20 ile 70 arasında (onlar da dahil), 1x5&#39;lik matris doldur</span>
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<pre>sayilar =

   53   20   27   46   31   42   49   42   52   35

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<p>Şimdi önermelerimizi hazırlayalım:</p>
<ul>
<li><code>sayilar</code> kümesindeki sayılardan hangileri 46'ya eşit?</li>
<li><code>sayilar</code> matrisindeki sayılardan hangileri 46'dan küçük veya ona eşit?</li>
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<div class=" highlight hl-octave"><pre><span></span><span class="n">sayilar</span> <span class="o">==</span> <span class="mi">46</span>
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<pre>ans =

  0  0  0  1  0  0  0  0  0  0

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<div class=" highlight hl-octave"><pre><span></span><span class="n">sayilar</span> <span class="o">&lt;</span><span class="p">=</span> <span class="mi">46</span>
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<pre>ans =

  0  1  1  1  1  1  0  1  0  1

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<p>Gördüğümüz üzere, önermemizce doğru olan sayıların yerleri, sonuç matrisinde "doğru"yu temsil eden "1" ile dolduruluyor.</p>
<p>Peki, <code>sayılar</code> matrisinde 46'dan küçük veya ona eşit sayı olduğunu nasıl buluruz? Çok kolay, "1"leri toplarız:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">sum</span><span class="p">(</span><span class="n">sayilar</span><span class="o">&lt;</span><span class="p">=</span><span class="mi">46</span><span class="p">)</span>
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<pre>ans =  7
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<p>Bir önermenin sonucu olarak döndürülen 1/0 (Doğru/Yanlış) listesi Octave tarafından özel olarak ele alınır (yani bizim oluşturacağımız, tamamıyla aynı görünen [0  1  1  1  1  1  0  1  0  1] listesinden işlevsel olarak farklıdır. Bunu hem tanım tipinden, hem de işlevinden ayırt edebiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">onerme_sonucu_gelen</span>  <span class="p">=</span> <span class="n">sayilar</span><span class="o">&lt;</span><span class="p">=</span><span class="mi">46</span>
<span class="n">bizim_tanimladigimiz</span> <span class="p">=</span> <span class="p">[</span><span class="mi">0</span> <span class="mi">1</span> <span class="mi">1</span> <span class="mi">1</span> <span class="mi">1</span> <span class="mi">1</span> <span class="mi">0</span> <span class="mi">1</span> <span class="mi">0</span> <span class="mi">1</span><span class="p">]</span>
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<pre>onerme_sonucu_gelen =

  0  1  1  1  1  1  0  1  0  1

bizim_tanimladigimiz =

   0   1   1   1   1   1   0   1   0   1

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<p>Aralarındaki boşlukları bir kenara bırakırsak, epey benzer görünüyorlar ama bir de şöyle inceleyelim:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">typeinfo</span><span class="p">(</span><span class="n">onerme_sonucu_gelen</span><span class="p">)</span>
<span class="nb">typeinfo</span><span class="p">(</span><span class="n">bizim_tanimladigimiz</span><span class="p">)</span>
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<pre>ans = bool matrix
ans = matrix
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<p><code>bool matrix</code> terimi, önermenin sonucu olarak gelen değerlerin, doğru/yanlış şeklinde, <em>mantıksal</em> değer olarak tanımlandığını bildiriyor, yani alalade bir matris değil, öyle de davranıyor:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">sayilar</span><span class="p">([</span><span class="mi">4</span><span class="p">:</span><span class="mi">7</span> <span class="mi">9</span><span class="p">])</span> <span class="c">% sayilar&#39;in 4.,5.,6.,7. ve 9. elemanı</span>
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<pre>ans =

   46   31   42   49   52

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<p>Bu eleman çağrılmasında sürpriz yok, bir de şuna bakalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">sayilar</span><span class="p">(</span><span class="n">onerme_sonucu_gelen</span><span class="p">)</span>
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<pre>ans =

   20   27   46   31   42   42   35

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<p><strong>!!!</strong></p>
<p>Az evvel ilk filtrelememizi yapmış bulunmaktayız. Hatırlarsanız, <code>onerme_sonucu_gelen</code> listesini, <code>sayilar</code> listesinin <em>46'ya eşit veya ondan küçük</em> elemanlarını sorunca verdiği cevap olarak atamıştık. <code>sayilar</code> listesinin elemanlarını bu <strong>filtre</strong> ile çağırdığımızda da sadece o filtreyle uyumlu elemanlar döndürüldü!</p>
<p>Octave, işlemlerden önce, değişkenlerin değerlerini yerleştirdiği için üstteki komutla, açık yazıldığı aşağıdaki şekli arasında işlem açısından hiçbir fark yok:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">sayilar</span><span class="p">(</span><span class="n">sayilar</span><span class="o">&lt;</span><span class="p">=</span><span class="mi">46</span><span class="p">)</span>
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<pre>ans =

   20   27   46   31   42   42   35

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<p>Hazır başlamışken, birkaç örnek daha yapalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">ciftler</span> <span class="p">=</span> <span class="n">sayilar</span><span class="p">(</span><span class="nb">mod</span><span class="p">(</span><span class="n">sayilar</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span><span class="o">==</span><span class="mi">0</span><span class="p">)</span> <span class="c">% sayilar listesinin çift elemanları</span>
<span class="n">ucun_katlari</span> <span class="p">=</span> <span class="n">sayilar</span><span class="p">(</span><span class="nb">mod</span><span class="p">(</span><span class="n">sayilar</span><span class="p">,</span><span class="mi">3</span><span class="p">)</span><span class="o">==</span><span class="mi">0</span><span class="p">)</span> <span class="c">% sayilar listesinin üçe tam bölünebilen elemanları</span>
<span class="n">ortalamanin_altindakiler</span> <span class="p">=</span> <span class="n">sayilar</span><span class="p">(</span><span class="n">sayilar</span><span class="o">&lt;</span> <span class="nb">sum</span><span class="p">(</span><span class="n">sayilar</span><span class="p">)</span><span class="o">/</span><span class="nb">columns</span><span class="p">(</span><span class="n">sayilar</span><span class="p">))</span> <span class="c">% sayilar listesinin</span>
                                                             <span class="c">% ortalamasının altındaki elemanları</span>
<span class="n">tam_kareler</span> <span class="p">=</span> <span class="n">sayilar</span><span class="p">(</span><span class="nb">sqrt</span><span class="p">(</span><span class="n">sayilar</span><span class="p">)</span><span class="o">-</span><span class="nb">floor</span><span class="p">(</span><span class="nb">sqrt</span><span class="p">(</span><span class="n">sayilar</span><span class="p">))</span>  <span class="o">==</span> <span class="mi">0</span><span class="p">)</span> <span class="c">% sayilar listesinin tam kare elemanları</span>
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<pre>ciftler =

   20   46   42   42   52

ucun_katlari =

   27   42   42

ortalamanin_altindakiler =

   20   27   31   35

tam_kareler =  49
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<p>(Bir listenin ortalamasını: listenin toplamını, listenin eleman sayısına uzun uzun bölmek yerine, doğrudan <code>mean</code> komutu ile de elde edebiliriz. Bir de, tam karelerin hesabı biraz karışık gelebilir ama orada da sayının karekökünü alıp, <code>floor</code> komutu ile ona alttan yakın en büyük tam sayı değerine yuvarladığımız halinden çıkarıp, onun sıfıra eşit olup olmadığına baktık: örneğin sayı 27 ise kökü: 5.1962, onun yuvarlandığı ona alttan yakın en büyük tam sayı değeri: 5 olup, aralarındaki fark: 0.1962 oluyor ki, demek ki tam kare değilmiş. Halbuki 49'un kökü: 7.0000, onun yuvarlandığı ona alttan yakın en büyük tam sayı da 7 olunca, fark: 0 oluyor, yani hesap ilk başta karışık gelse de, basit aslında. (<code>floor</code>, <code>ceil</code> ve <code>round</code>u ileride daha sık göreceğiz))</p>

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<p>Bu işlemlerde göz önünde bulundurmamız gereken asıl liste, her önermenin bir <strong>filtre</strong> döndürdüğüdür. Bu filtreleri de illaki ilgili listede kullanmak gibi bir zorunluluğumuz yok. Filtreleri elek gibi düşünürsek, örneğin çiftleri bulmak için ürettiğimiz filtre şu şekilde:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">mod</span><span class="p">(</span><span class="n">sayilar</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span><span class="o">==</span><span class="mi">0</span>
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<pre>ans =

  0  1  0  1  0  1  0  1  1  0

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<p>Bu filtreyi <code>sayilar</code> kümesine uyguladığımızda, şuna benzer bir şey yapıyoruz: bir tahta alıp, 0'a karşılık gelen yerlerini kapalı tutup ('<code>--</code>'), 1'e karşılık gelen yerlerini açıyoruz ('<code>|  |</code>'), sonrasında da bunu <code>sayilar</code> kümesinin altına tutuyoruz:</p>
<p><code>53  20   27   46   31   42   49   42   52   35
--  |  |  --  |  |  --  |  |  --  |  | |  |  --
     20        46        42        42   52</code></p>
<p>yani, bir başka deyişle filtreleri bir "maske", "şablon" ya da "elek" gibi düşünebiliriz. Elimizdeki bu eleği, bambaşka bir listenin de altına tutabiliriz, örneğin 1'den 10'a kadar olan sayılar listesinin altına tutalım:</p>
<p><code>1    2    3    4    5    6    7    8    9   10
--  |  |  --  |  |  --  |  |  --  |  | |  |  --
      2         4         6         8    9</code></p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">filtre</span> <span class="p">=</span> <span class="p">(</span><span class="nb">mod</span><span class="p">(</span><span class="n">sayilar</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span>
<span class="n">sayilar</span><span class="p">(</span><span class="n">filtre</span><span class="p">)</span>
<span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="mi">10</span><span class="p">](</span><span class="n">filtre</span><span class="p">)</span>
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<pre>filtre =

  0  1  0  1  0  1  0  1  1  0

ans =

   20   46   42   42   52

ans =

   2   4   6   8   9

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<p>Fark ettirmeden, çok önemli bir iş yaptık: <code>sayilar</code> listesinin <em>kaçıncı elemanlarının</em> çift olduğunu böylelikle bulmuş olduk (2., 4., 6., 8., 9. elemanları!).</p>
<p>Bu vesileyle: elimizdeki filtreyi <em>tersine çevirmek</em> (yani doğruları yanlış (1 -&gt; 0), yanlışları doğru (0 -&gt; 1) yapmak) için <code>not</code> komutunu kullanırız:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">cift_sayilar_filtresi</span> <span class="p">=</span> <span class="p">(</span><span class="nb">mod</span><span class="p">(</span><span class="n">sayilar</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span>
<span class="n">tek_sayilar_filtresi</span>  <span class="p">=</span>  <span class="nb">not</span><span class="p">(</span><span class="n">cift_sayilar_filtresi</span><span class="p">)</span>
<span class="n">sayilar</span><span class="p">(</span><span class="n">tek_sayilar_filtresi</span><span class="p">)</span>
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<pre>cift_sayilar_filtresi =

  0  1  0  1  0  1  0  1  1  0

tek_sayilar_filtresi =

  1  0  1  0  1  0  1  0  0  1

ans =

   53   27   31   49   35

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<p>Rastgele ürettiğimiz noktalarımızın koordinatlarını ve onların orijine olan mesafelerini tuttuğumuz xy matrisimizi hatırlayıp, sonrasında bu metotu kullanalım:</p>

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<pre>xy =

   0.1570832  -0.0473714   0.1640706
  -0.4852144   0.4647396   0.6718749
  -0.3494398  -0.1895126   0.3975213
   0.0162219  -0.0768603   0.0785536
  -0.2788600   0.2425045   0.3695556
  -0.0574735  -0.0074946   0.0579600
   0.0765038  -0.3595189   0.3675686
  -0.0607748  -0.3420686   0.3474256
   0.1467575   0.2461822   0.2866068
  -0.1900656   0.0881769   0.2095235

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<div class=" highlight hl-octave"><pre><span></span><span class="n">hangileri</span> <span class="p">=</span> <span class="n">xy</span><span class="p">(:,</span><span class="mi">3</span><span class="p">)</span> <span class="o">&lt;</span><span class="p">=</span> <span class="mf">0.5</span> <span class="c">% xy&#39;nin üçüncü sütunu olan mesafelerden hangileri</span>
               <span class="c">% 0.5&#39;ten küçük veya ona eşit</span>
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<pre>hangileri =

  1
  0
  1
  1
  1
  1
  1
  1
  1
  1

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<div class=" highlight hl-octave"><pre><span></span><span class="n">hangi_satirlar</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="mi">10</span><span class="p">](</span><span class="n">hangileri</span><span class="p">)</span> <span class="c">% Bu kıstası karşılayan satırlar </span>
                                   <span class="c">% hangi satırlara karşılık geliyor</span>
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<pre>hangi_satirlar =

    1    3    4    5    6    7    8    9   10

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<div class=" highlight hl-octave"><pre><span></span><span class="n">dairenin_icindekiler</span> <span class="p">=</span> <span class="n">xy</span><span class="p">(</span><span class="n">hangi_satirlar</span><span class="p">,:)</span> <span class="c">% Bu satırları getir</span>
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<pre>dairenin_icindekiler =

   0.1570832  -0.0473714   0.1640706
  -0.3494398  -0.1895126   0.3975213
   0.0162219  -0.0768603   0.0785536
  -0.2788600   0.2425045   0.3695556
  -0.0574735  -0.0074946   0.0579600
   0.0765038  -0.3595189   0.3675686
  -0.0607748  -0.3420686   0.3474256
   0.1467575   0.2461822   0.2866068
  -0.1900656   0.0881769   0.2095235

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<p>Şu son üç aşamada tek tek yaptığımız işlemleri tek bir satırda birleştirelim (karmaşık görünecek ama nasıl elde ettiğimiz yukarıda -- sadece hepsini birleştirip yazıyoruz):</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">dairenin_icindekiler</span> <span class="p">=</span> <span class="n">xy</span><span class="p">([</span><span class="mi">1</span><span class="p">:</span><span class="mi">10</span><span class="p">](</span><span class="n">xy</span><span class="p">(:,</span><span class="mi">3</span><span class="p">)</span><span class="o">&lt;</span><span class="p">=</span><span class="mf">0.5</span><span class="p">),:)</span>
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<pre>dairenin_icindekiler =

   0.1570832  -0.0473714   0.1640706
  -0.3494398  -0.1895126   0.3975213
   0.0162219  -0.0768603   0.0785536
  -0.2788600   0.2425045   0.3695556
  -0.0574735  -0.0074946   0.0579600
   0.0765038  -0.3595189   0.3675686
  -0.0607748  -0.3420686   0.3474256
   0.1467575   0.2461822   0.2866068
  -0.1900656   0.0881769   0.2095235

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<p>Dairenin dışındaki noktalarımızı da <code>not</code> komutunu kullanıp, şıp! diye saptarız:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">dairenin_disindakiler</span> <span class="p">=</span> <span class="n">xy</span><span class="p">([</span><span class="mi">1</span><span class="p">:</span><span class="mi">10</span><span class="p">](</span><span class="nb">not</span><span class="p">(</span><span class="n">hangileri</span><span class="p">)),:)</span>
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<pre>dairenin_disindakiler =

  -0.48521   0.46474   0.67187

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<h2 id="i&#231;,-d&#305;&#351;,-daire,-orijin...-her-&#351;eyi-bir-grafikte-&#231;izdirmek">i&#231;, d&#305;&#351;, daire, orijin... her &#351;eyi bir grafikte &#231;izdirmek<a class="anchor-link" href="#i&#231;,-d&#305;&#351;,-daire,-orijin...-her-&#351;eyi-bir-grafikte-&#231;izdirmek">&#182;</a></h2><p>Artık elimizde bütün değerler var: dairenin içerisindeki noktaları kırmızı dairelerle, dışarıda kalan noktaları mavi karelerle çizdirelim (orijini ve daireyi çizdirmeyi yukarıda yapmıştık zaten):</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">plot</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="s">&quot;.r&quot;</span><span class="p">,...</span> <span class="c">% orijin</span>
<span class="n">xx</span><span class="p">,</span><span class="n">yy</span><span class="p">,</span><span class="s">&quot;k.&quot;</span><span class="p">,...</span> <span class="c">% daire</span>
<span class="n">dairenin_icindekiler</span><span class="p">(:,</span><span class="mi">1</span><span class="p">),</span><span class="n">dairenin_icindekiler</span><span class="p">(:,</span><span class="mi">2</span><span class="p">),</span><span class="s">&quot;or&quot;</span><span class="p">,...</span> <span class="c">% dairenin içindeki noktalar</span>
<span class="n">dairenin_disindakiler</span><span class="p">(:,</span><span class="mi">1</span><span class="p">),</span><span class="n">dairenin_disindakiler</span><span class="p">(:,</span><span class="mi">2</span><span class="p">),</span><span class="s">&quot;sb&quot;</span><span class="p">)</span> <span class="c">% dairenin dışındaki noktalar</span>

<span class="nb">axis</span><span class="p">([</span><span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span> <span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span><span class="p">])</span>
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<p>Uzun satırları üç nokta (<code>...</code>) kullanarak bölebildiğimize dikkat edin.</p>
<p>Çizim kısmı güzel olsa da, asıl amacımız olan $\pi$'nin hesabı açısından çok önemli değil, asıl hesabımızı da yapalım: \begin{equation*}\pi = 4 \frac{n_{daire}}{n_{kare}} \end{equation*}</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">pi_yaklasik</span> <span class="p">=</span> <span class="mi">4</span> <span class="o">*</span> <span class="nb">rows</span><span class="p">(</span><span class="n">dairenin_icindekiler</span><span class="p">)</span> <span class="o">/</span> <span class="nb">rows</span><span class="p">(</span><span class="n">xy</span><span class="p">)</span>
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<pre>pi_yaklasik =  3.6000
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<h1 id="Sonu&#231;">Sonu&#231;<a class="anchor-link" href="#Sonu&#231;">&#182;</a></h1><p>Her şeyi toparlarsak, $\pi$'yi hesaplamak için yaptığımız işlemler, sırasıyla:</p>
<ol>
<li><em>n</em> adet rasgele nokta üretip, koordinatlarını nx2'lik <code>xy</code> matrisinde depoladık. <code>xy</code>nin 1. sütununda noktaların x koordinatı; 2. sütununda y koordinatını sakladık.</li>
<li>bu noktaların orijine olan uzaklıklarını hesaplayıp, <code>xy</code>nin 3. sütununda da o değeri tuttuk</li>
<li>orijine olan uzaklığı 0.5'ten küçük (veya ona eşit) olan noktaları <code>dairenin_icindekiler</code> listesine; 0.5'ten büyük olan noktaları ise <code>dairenin_disindakiler</code> listesine koyduk.</li>
<li>$\pi$ değeri olarak <code>dairenin_disindakiler</code> listesindeki nokta sayısının, toplam nokta sayısına olan oranını bulup, 4 ile çarparak bulduğumuz sonucu atadık.</li>
<li>Grafiksel olarak inceleyebilmek için de, ilgili listeleri çizdirdik.</li>
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<p>Bu adımları kod olarak uygularsak:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c">% Uygulama Notları: 7</span>
<span class="c">% FİZ219 - Bilgisayar Programlama I | 23/11/2019</span>
<span class="c">% Monte Carlo yöntemi ile Pi sayısının kestirimi</span>
<span class="c">%</span>
<span class="c">% Emre S. Tasci emre.tasci@hacettepe.edu.tr</span>

<span class="c">% Şu ana kadar yaptığımız her şeyi silelim</span>
<span class="c">% (Octave&#39;ı yeni açmış gibi olalım):</span>
<span class="n">clear</span><span class="p">;</span>

<span class="c">% Sonuçların buradakilerle birebir uyuşması açısından:</span>
<span class="nb">rand</span><span class="p">(</span><span class="s">&quot;seed&quot;</span><span class="p">,</span><span class="mi">219</span><span class="p">)</span> 

<span class="c">% Toplam üretilen rastgele nokta sayısı -- bunu ne kadar</span>
<span class="c">% yüksek yaparsanız, sonuç pi&#39;ye o kadar yakınsayacaktır</span>
<span class="n">n</span> <span class="p">=</span> <span class="mi">1000</span><span class="p">;</span>

<span class="c">% Noktaları üretelim:</span>
<span class="n">xy</span> <span class="p">=</span> <span class="nb">rand</span><span class="p">([</span><span class="n">n</span> <span class="mi">2</span><span class="p">])</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">;</span>

<span class="c">% Orijine olan mesafelerini hesaplatalım:</span>
<span class="n">mesafeler</span> <span class="p">=</span> <span class="nb">norm</span><span class="p">(</span><span class="n">xy</span><span class="p">,</span><span class="s">&quot;rows&quot;</span><span class="p">);</span>

<span class="c">% mesafeler&#39;i xy&#39;ye 3. sütun olarak ekleyelim:</span>
<span class="n">xy</span> <span class="p">=</span> <span class="p">[</span><span class="n">xy</span> <span class="n">mesafeler</span><span class="p">];</span>

<span class="c">% mesafelerin 0.5&#39;e eşit veya ondan küçük olduğu satırları bulalım:</span>
<span class="n">dairenin_icindekiler_satirlar_filtresi</span> <span class="p">=</span> <span class="n">xy</span><span class="p">(:,</span><span class="mi">3</span><span class="p">)</span><span class="o">&lt;</span><span class="p">=</span><span class="mf">0.5</span><span class="p">;</span>
<span class="n">dairenin_icindekiler_satirlar</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="n">n</span><span class="p">](</span><span class="n">dairenin_icindekiler_satirlar_filtresi</span><span class="p">);</span>
<span class="n">dairenin_icindekiler</span> <span class="p">=</span> <span class="n">xy</span><span class="p">(</span><span class="n">dairenin_icindekiler_satirlar</span><span class="p">,:);</span>

<span class="n">dairenin_disindakiler</span> <span class="p">=</span> <span class="n">xy</span><span class="p">([</span><span class="mi">1</span><span class="p">:</span><span class="n">n</span><span class="p">](</span><span class="nb">not</span><span class="p">(</span><span class="n">dairenin_icindekiler_satirlar_filtresi</span><span class="p">)),:);</span>

<span class="c">% pi&#39;yi hesaplayalım:</span>
<span class="n">icerideki_nokta_sayisi</span> <span class="p">=</span> <span class="nb">rows</span><span class="p">(</span><span class="n">dairenin_icindekiler</span><span class="p">)</span>
<span class="n">disaridaki_nokta_sayisi</span> <span class="p">=</span> <span class="nb">rows</span><span class="p">(</span><span class="n">dairenin_disindakiler</span><span class="p">)</span>
<span class="n">toplam_nokta_sayisi</span> <span class="p">=</span> <span class="n">n</span>
<span class="nb">disp</span><span class="p">(</span><span class="s">&quot;------------------------------&quot;</span><span class="p">)</span>
<span class="n">pi_yaklasik</span> <span class="p">=</span> <span class="mi">4</span> <span class="o">*</span> <span class="n">icerideki_nokta_sayisi</span> <span class="o">/</span> <span class="n">n</span>

<span class="c">% Grafiği çizdirelim:</span>

<span class="c">% Dairemiz:</span>
<span class="n">t</span> <span class="p">=</span> <span class="nb">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">360</span><span class="p">,</span><span class="mi">1000</span><span class="p">);</span>
<span class="n">xx</span> <span class="p">=</span> <span class="mf">0.5</span> <span class="o">*</span> <span class="nb">cosd</span><span class="p">(</span><span class="n">t</span><span class="p">);</span>
<span class="n">yy</span> <span class="p">=</span> <span class="mf">0.5</span> <span class="o">*</span> <span class="nb">sind</span><span class="p">(</span><span class="n">t</span><span class="p">);</span>

<span class="nb">plot</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="s">&quot;.r&quot;</span><span class="p">,...</span> <span class="c">% orijin</span>
<span class="n">xx</span><span class="p">,</span><span class="n">yy</span><span class="p">,</span><span class="s">&quot;k.&quot;</span><span class="p">,...</span> <span class="c">% daire</span>
<span class="n">dairenin_icindekiler</span><span class="p">(:,</span><span class="mi">1</span><span class="p">),</span><span class="n">dairenin_icindekiler</span><span class="p">(:,</span><span class="mi">2</span><span class="p">),</span><span class="s">&quot;or&quot;</span><span class="p">,...</span> <span class="c">% dairenin içindeki noktalar</span>
<span class="n">dairenin_disindakiler</span><span class="p">(:,</span><span class="mi">1</span><span class="p">),</span><span class="n">dairenin_disindakiler</span><span class="p">(:,</span><span class="mi">2</span><span class="p">),</span><span class="s">&quot;sb&quot;</span><span class="p">)</span> <span class="c">% dairenin dışındaki noktalar</span>

<span class="nb">axis</span><span class="p">([</span><span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span> <span class="o">-</span><span class="mf">0.5</span> <span class="mf">0.5</span><span class="p">])</span>


<span class="c">% -------------------------------------------------------</span>
<span class="c">% rastgele tohumu : 219 için sonuçlar özet:</span>
<span class="c">%       n    #iç      #dış       #pi</span>
<span class="c">%      10      9         1       3.6000000</span>
<span class="c">%     100     80        20       3.2000000</span>
<span class="c">%    1000    784       216       3.1360000</span>
<span class="c">%   10000   7863      2137       3.1452000</span>
<span class="c">%  100000  78649     21351       3.1459600</span>
<span class="c">% 1000000 785546    214454       3.1421840</span>
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<pre>icerideki_nokta_sayisi =  784
disaridaki_nokta_sayisi =  216
toplam_nokta_sayisi =  1000
------------------------------
pi_yaklasik =  3.1360
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