FIZ219_EST_UygulamaNotlari_03_VektorlerMatrisler.html

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}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000000;
  background-color: #ffffff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #296eaa;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #1a466c;
  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: #ffffff;
  border: 1px solid #dddddd;
  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;
  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;
}
[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: 400;
  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 {
  padding: .2em;
  background-color: #fcf8e3;
}
.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-right: 5px;
  padding-left: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: 700;
}
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;
}
.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;
  text-align: right;
  border-right: 5px solid #eeeeee;
  border-left: 0;
}
.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: #888888;
  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: 700;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #333333;
  word-break: break-all;
  word-wrap: break-word;
  background-color: #f5f5f5;
  border: 1px solid #cccccc;
  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 {
  padding-right: 0px;
  padding-left: 0px;
  margin-right: auto;
  margin-left: auto;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  padding-right: 0px;
  padding-left: 0px;
  margin-right: auto;
  margin-left: auto;
}
.row {
  margin-right: 0px;
  margin-left: 0px;
}
.row-no-gutters {
  margin-right: 0;
  margin-left: 0;
}
.row-no-gutters [class*="col-"] {
  padding-right: 0;
  padding-left: 0;
}
.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-right: 0px;
  padding-left: 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;
}
table col[class*="col-"] {
  position: static;
  display: table-column;
  float: none;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  display: table-cell;
  float: none;
}
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 #dddddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #dddddd;
}
.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 #dddddd;
}
.table .table {
  background-color: #ffffff;
}
.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 #dddddd;
}
.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 #dddddd;
}
.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 > 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 {
  min-height: .01%;
  overflow-x: auto;
}
@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 #dddddd;
  }
  .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 {
  min-width: 0;
  padding: 0;
  margin: 0;
  border: 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: 700;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
  -webkit-appearance: none;
  appearance: none;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
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;
}
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: #ffffff;
  background-image: none;
  border: 1px solid #cccccc;
  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: #999999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999999;
}
.form-control::-webkit-input-placeholder {
  color: #999999;
}
.form-control::-ms-expand {
  background-color: transparent;
  border: 0;
}
.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;
}
@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.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: 400;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-top: 4px \9;
  margin-left: -20px;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: 400;
  vertical-align: middle;
  cursor: pointer;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
.form-control-static {
  min-height: 31px;
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-right: 0;
  padding-left: 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;
  background-color: #dff0d8;
  border-color: #3c763d;
}
.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;
  background-color: #fcf8e3;
  border-color: #8a6d3b;
}
.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;
  background-color: #f2dede;
  border-color: #a94442;
}
.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 {
  padding-top: 7px;
  margin-top: 0;
  margin-bottom: 0;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    padding-top: 7px;
    margin-bottom: 0;
    text-align: right;
  }
}
.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;
  white-space: nowrap;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  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: #333333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  background-image: none;
  outline: 0;
  -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;
  filter: alpha(opacity=65);
  opacity: 0.65;
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333333;
  background-color: #ffffff;
  border-color: #cccccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333333;
  background-color: #e6e6e6;
  background-image: none;
  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: #333333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.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: #ffffff;
  border-color: #cccccc;
}
.btn-default .badge {
  color: #ffffff;
  background-color: #333333;
}
.btn-primary {
  color: #ffffff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #ffffff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #ffffff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #ffffff;
  background-color: #286090;
  background-image: none;
  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: #ffffff;
  background-color: #204d74;
  border-color: #122b40;
}
.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: #ffffff;
}
.btn-success {
  color: #ffffff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #ffffff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #ffffff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #ffffff;
  background-color: #449d44;
  background-image: none;
  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: #ffffff;
  background-color: #398439;
  border-color: #255625;
}
.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: #ffffff;
}
.btn-info {
  color: #ffffff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #ffffff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #ffffff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #ffffff;
  background-color: #31b0d5;
  background-image: none;
  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: #ffffff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.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: #ffffff;
}
.btn-warning {
  color: #ffffff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #ffffff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #ffffff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #ffffff;
  background-color: #ec971f;
  background-image: none;
  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: #ffffff;
  background-color: #d58512;
  border-color: #985f0d;
}
.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: #ffffff;
}
.btn-danger {
  color: #ffffff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #ffffff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #ffffff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #ffffff;
  background-color: #c9302c;
  background-image: none;
  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: #ffffff;
  background-color: #ac2925;
  border-color: #761c19;
}
.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: #ffffff;
}
.btn-link {
  font-weight: 400;
  color: #296eaa;
  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: #1a466c;
  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;
  font-size: 13px;
  text-align: left;
  list-style: none;
  background-color: #ffffff;
  background-clip: padding-box;
  border: 1px solid #cccccc;
  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);
}
.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: 400;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  color: #262626;
  text-decoration: none;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #ffffff;
  text-decoration: none;
  background-color: #337ab7;
  outline: 0;
}
.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;
  cursor: not-allowed;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  right: 0;
  left: auto;
}
.dropdown-menu-left {
  right: auto;
  left: 0;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  content: "";
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    right: 0;
    left: auto;
  }
  .navbar-right .dropdown-menu-left {
    right: auto;
    left: 0;
  }
}
.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-top-right-radius: 0;
  border-bottom-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-top-left-radius: 0;
  border-bottom-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-top-right-radius: 0;
  border-bottom-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-left-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-right: 8px;
  padding-left: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-right: 12px;
  padding-left: 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-left-radius: 2px;
  border-top-right-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-left-radius: 0;
  border-top-right-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-left-radius: 0;
  border-top-right-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  display: table-cell;
  float: none;
  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-right: 0;
  padding-left: 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: 400;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #cccccc;
  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-top-right-radius: 0;
  border-bottom-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-top-left-radius: 0;
  border-bottom-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 {
  padding-left: 0;
  margin-bottom: 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;
  cursor: not-allowed;
  background-color: transparent;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #296eaa;
}
.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 #dddddd;
}
.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 #dddddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  cursor: default;
  background-color: #ffffff;
  border: 1px solid #dddddd;
  border-bottom-color: transparent;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  margin-bottom: 5px;
  text-align: center;
}
.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 #dddddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #dddddd;
    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: #ffffff;
  }
}
.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: #ffffff;
  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 {
  margin-bottom: 5px;
  text-align: center;
}
.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 #dddddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #dddddd;
    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: #ffffff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-left-radius: 0;
  border-top-right-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 {
  padding-right: 0px;
  padding-left: 0px;
  overflow-x: visible;
  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-right: 0;
    padding-left: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
.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;
  }
}
@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;
}
.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-brand {
  float: left;
  height: 30px;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
}
.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;
  padding: 9px 10px;
  margin-right: 0px;
  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 {
  padding: 10px 0px;
  margin-right: 0px;
  margin-left: 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;
    padding-top: 0;
    padding-bottom: 0;
    margin-right: 0;
    margin-left: 0;
    border: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-left-radius: 0;
  border-top-right-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-left-radius: 2px;
  border-top-right-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-right: 0px;
    margin-left: 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: #565656;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #3c3c3c;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777777;
}
.navbar-default .navbar-nav > li > a {
  color: #565656;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #cccccc;
  background-color: transparent;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  color: #555555;
  background-color: #e7e7e7;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #565656;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333333;
    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: #555555;
    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: #cccccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-toggle {
  border-color: #dddddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #dddddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-link {
  color: #565656;
}
.navbar-default .navbar-link:hover {
  color: #333333;
}
.navbar-default .btn-link {
  color: #565656;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333333;
}
.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: #cccccc;
}
.navbar-inverse {
  background-color: #222222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #ffffff;
  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: #ffffff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #ffffff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444444;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  color: #ffffff;
  background-color: #080808;
}
@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: #ffffff;
    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: #ffffff;
    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: #444444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-toggle {
  border-color: #333333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #ffffff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #ffffff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #ffffff;
}
.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: #444444;
}
.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 {
  padding: 0 5px;
  color: #5e5e5e;
  content: "/\00a0";
}
.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;
  margin-left: -1px;
  line-height: 1.42857143;
  color: #296eaa;
  text-decoration: none;
  background-color: #ffffff;
  border: 1px solid #dddddd;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #1a466c;
  background-color: #eeeeee;
  border-color: #dddddd;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-top-left-radius: 2px;
  border-bottom-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-top-right-radius: 2px;
  border-bottom-right-radius: 2px;
}
.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: #ffffff;
  cursor: default;
  background-color: #337ab7;
  border-color: #337ab7;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  cursor: not-allowed;
  background-color: #ffffff;
  border-color: #dddddd;
}
.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-top-left-radius: 3px;
  border-bottom-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-top-right-radius: 3px;
  border-bottom-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-top-left-radius: 1px;
  border-bottom-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-top-right-radius: 1px;
  border-bottom-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  text-align: center;
  list-style: none;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #ffffff;
  border: 1px solid #dddddd;
  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;
  cursor: not-allowed;
  background-color: #ffffff;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: 700;
  line-height: 1;
  color: #ffffff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #ffffff;
  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;
  line-height: 1;
  color: #ffffff;
  text-align: center;
  white-space: nowrap;
  vertical-align: middle;
  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: #ffffff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #296eaa;
  background-color: #ffffff;
}
.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 {
  padding-right: 0px;
  padding-left: 0px;
  border-radius: 3px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-right: 60px;
    padding-left: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #ffffff;
  border: 1px solid #dddddd;
  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-right: auto;
  margin-left: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #296eaa;
}
.thumbnail .caption {
  padding: 9px;
  color: #000000;
}
.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 {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.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 {
  height: 18px;
  margin-bottom: 18px;
  overflow: hidden;
  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: #ffffff;
  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 {
  overflow: hidden;
  zoom: 1;
}
.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 {
  padding-left: 0;
  margin-bottom: 20px;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #ffffff;
  border: 1px solid #dddddd;
}
.list-group-item:first-child {
  border-top-left-radius: 2px;
  border-top-right-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  color: #777777;
  cursor: not-allowed;
  background-color: #eeeeee;
}
.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: #ffffff;
  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;
}
a.list-group-item,
button.list-group-item {
  color: #555555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  color: #555555;
  text-decoration: none;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.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: #ffffff;
  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-left-radius: 1px;
  border-top-right-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 #dddddd;
  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-left-radius: 1px;
  border-top-right-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-left-radius: 0;
  border-top-right-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-right: 15px;
  padding-left: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-left-radius: 1px;
  border-top-right-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-right-radius: 1px;
  border-bottom-left-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 #dddddd;
}
.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 {
  margin-bottom: 0;
  border: 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 #dddddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #dddddd;
}
.panel-default {
  border-color: #dddddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #dddddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #dddddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #dddddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #ffffff;
  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: #ffffff;
}
.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;
  bottom: 0;
  left: 0;
  width: 100%;
  height: 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: #000000;
  text-shadow: 0 1px 0 #ffffff;
  filter: alpha(opacity=20);
  opacity: 0.2;
}
.close:hover,
.close:focus {
  color: #000000;
  text-decoration: none;
  cursor: pointer;
  filter: alpha(opacity=50);
  opacity: 0.5;
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
  appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  display: none;
  overflow: hidden;
  -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: #ffffff;
  background-clip: padding-box;
  border: 1px solid #999999;
  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);
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000000;
}
.modal-backdrop.fade {
  filter: alpha(opacity=0);
  opacity: 0;
}
.modal-backdrop.in {
  filter: alpha(opacity=50);
  opacity: 0.5;
}
.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-bottom: 0;
  margin-left: 5px;
}
.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: 400;
  line-height: 1.42857143;
  line-break: auto;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  letter-spacing: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  white-space: normal;
  font-size: 12px;
  filter: alpha(opacity=0);
  opacity: 0;
}
.tooltip.in {
  filter: alpha(opacity=90);
  opacity: 0.9;
}
.tooltip.top {
  padding: 5px 0;
  margin-top: -3px;
}
.tooltip.right {
  padding: 0 5px;
  margin-left: 3px;
}
.tooltip.bottom {
  padding: 5px 0;
  margin-top: 3px;
}
.tooltip.left {
  padding: 0 5px;
  margin-left: -3px;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000000;
}
.tooltip.top-left .tooltip-arrow {
  right: 5px;
  bottom: 0;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000000;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #ffffff;
  text-align: center;
  background-color: #000000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.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: 400;
  line-height: 1.42857143;
  line-break: auto;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  letter-spacing: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  white-space: normal;
  font-size: 13px;
  background-color: #ffffff;
  background-clip: padding-box;
  border: 1px solid #cccccc;
  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 > .arrow {
  border-width: 11px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow:after {
  content: "";
  border-width: 10px;
}
.popover.top > .arrow {
  bottom: -11px;
  left: 50%;
  margin-left: -11px;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  border-bottom-width: 0;
}
.popover.top > .arrow:after {
  bottom: 1px;
  margin-left: -10px;
  content: " ";
  border-top-color: #ffffff;
  border-bottom-width: 0;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
  border-left-width: 0;
}
.popover.right > .arrow:after {
  bottom: -10px;
  left: 1px;
  content: " ";
  border-right-color: #ffffff;
  border-left-width: 0;
}
.popover.bottom > .arrow {
  top: -11px;
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
}
.popover.bottom > .arrow:after {
  top: 1px;
  margin-left: -10px;
  content: " ";
  border-top-width: 0;
  border-bottom-color: #ffffff;
}
.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 {
  right: 1px;
  bottom: -10px;
  content: " ";
  border-right-width: 0;
  border-left-color: #ffffff;
}
.popover-title {
  padding: 8px 14px;
  margin: 0;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  width: 100%;
  overflow: hidden;
}
.carousel-inner > .item {
  position: relative;
  display: none;
  -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;
  bottom: 0;
  left: 0;
  width: 15%;
  font-size: 20px;
  color: #ffffff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
  filter: alpha(opacity=50);
  opacity: 0.5;
}
.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%);
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
  background-repeat: repeat-x;
}
.carousel-control.right {
  right: 0;
  left: auto;
  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%);
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
  background-repeat: repeat-x;
}
.carousel-control:hover,
.carousel-control:focus {
  color: #ffffff;
  text-decoration: none;
  outline: 0;
  filter: alpha(opacity=90);
  opacity: 0.9;
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  z-index: 5;
  display: inline-block;
  margin-top: -10px;
}
.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;
  font-family: serif;
  line-height: 1;
}
.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%;
  padding-left: 0;
  margin-left: -30%;
  text-align: center;
  list-style: none;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
  border: 1px solid #ffffff;
  border-radius: 10px;
}
.carousel-indicators .active {
  width: 12px;
  height: 12px;
  margin: 0;
  background-color: #ffffff;
}
.carousel-caption {
  position: absolute;
  right: 15%;
  bottom: 20px;
  left: 15%;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #ffffff;
  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 {
    right: 20%;
    left: 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 {
  display: table;
  content: " ";
}
.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-right: auto;
  margin-left: 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 #eeeeee;
  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: #ffffff;
}
/* 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: #000000;
}
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 compatibility 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: #ffffff;
  /* 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: #ffffff;
  /* 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,
#shutdown {
  color: #333333;
  background-color: #ffffff;
  border-color: #cccccc;
  margin-left: 10px;
}
span#login_widget > .button:focus,
#logout:focus,
#shutdown:focus,
span#login_widget > .button.focus,
#logout.focus,
#shutdown.focus {
  color: #333333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover,
#shutdown:hover {
  color: #333333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
#shutdown:active,
span#login_widget > .button.active,
#logout.active,
#shutdown.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout,
.open > .dropdown-toggle#shutdown {
  color: #333333;
  background-color: #e6e6e6;
  background-image: none;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
#shutdown:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
#shutdown.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
.open > .dropdown-toggle#shutdown:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
#shutdown:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
#shutdown.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
.open > .dropdown-toggle#shutdown:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
#shutdown:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
#shutdown.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus,
.open > .dropdown-toggle#shutdown.focus {
  color: #333333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
#shutdown.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
#shutdown[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
fieldset[disabled] #shutdown:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
#shutdown.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
#shutdown[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
fieldset[disabled] #shutdown:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
#shutdown.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
#shutdown[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus,
fieldset[disabled] #shutdown.focus {
  background-color: #ffffff;
  border-color: #cccccc;
}
span#login_widget > .button .badge,
#logout .badge,
#shutdown .badge {
  color: #ffffff;
  background-color: #333333;
}
.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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  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;
  }
}
/* rtl fixes for the error, connecting, and renaming window */
[dir="rtl"] .modal-footer {
  text-align: left !important;
}
[dir="rtl"] .close {
  float: left;
}
[dir="rtl"] .fa-step-forward::before {
  content: "\f048";
}
/*!
*
* 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: #eeeeee;
}
.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 #dddddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #dddddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #dddddd;
}
.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;
}
.file_size {
  width: 65px;
  text-align: right;
}
[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: #357935;
}
.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: #eeeeee;
  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 #dddddd;
}
#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: #eeeeee;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #ffffff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #ffffff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #ffffff;
    -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: #ffffff;
}
/*!
*
* 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-#000000-fg {
  color: #3e424d;
}
.ansi-#000000-bg {
  background-color: #3e424d;
}
.ansi-#000000-intense-fg {
  color: #282c36;
}
.ansi-#000000-intense-bg {
  background-color: #282c36;
}
.ansi-#ff0000-fg {
  color: #e75c58;
}
.ansi-#ff0000-bg {
  background-color: #e75c58;
}
.ansi-#ff0000-intense-fg {
  color: #b22b31;
}
.ansi-#ff0000-intense-bg {
  background-color: #b22b31;
}
.ansi-#008000-fg {
  color: #00a250;
}
.ansi-#008000-bg {
  background-color: #00a250;
}
.ansi-#008000-intense-fg {
  color: #007427;
}
.ansi-#008000-intense-bg {
  background-color: #007427;
}
.ansi-#ffff00-fg {
  color: #ddb62b;
}
.ansi-#ffff00-bg {
  background-color: #ddb62b;
}
.ansi-#ffff00-intense-fg {
  color: #b27d12;
}
.ansi-#ffff00-intense-bg {
  background-color: #b27d12;
}
.ansi-#0000ff-fg {
  color: #208ffb;
}
.ansi-#0000ff-bg {
  background-color: #208ffb;
}
.ansi-#0000ff-intense-fg {
  color: #0065ca;
}
.ansi-#0000ff-intense-bg {
  background-color: #0065ca;
}
.ansi-#ff00ff-fg {
  color: #d160c4;
}
.ansi-#ff00ff-bg {
  background-color: #d160c4;
}
.ansi-#ff00ff-intense-fg {
  color: #a03196;
}
.ansi-#ff00ff-intense-bg {
  background-color: #a03196;
}
.ansi-#00ffff-fg {
  color: #60c6c8;
}
.ansi-#00ffff-bg {
  background-color: #60c6c8;
}
.ansi-#00ffff-intense-fg {
  color: #258f8f;
}
.ansi-#00ffff-intense-bg {
  background-color: #258f8f;
}
.ansi-#ffffff-fg {
  color: #c5c1b4;
}
.ansi-#ffffff-bg {
  background-color: #c5c1b4;
}
.ansi-#ffffff-intense-fg {
  color: #a1a6b2;
}
.ansi-#ffffff-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;
}
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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  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: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  /* 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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
@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;
    /* Old browsers */
    -webkit-box-flex: 0;
    -moz-box-flex: 0;
    box-flex: 0;
    /* Modern browsers */
    flex: none;
  }
}
div.prompt_container {
  display: flex;
  flex-direction: row;
  justify-content: space-between;
  align-items: flex-start;
  text-align: right;
}
/* 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.run_this_cell {
  display: none;
  cursor: pointer;
  color: #333;
  padding-top: 5px;
  padding-bottom: 5px;
  padding-left: 2ex;
  padding-right: 2ex;
  width: 1ex;
}
div.prompt {
  min-width: 15ex;
}
@media (-moz-touch-enabled: 1), (any-pointer: coarse) {
  div.run_this_cell {
    display: block;
  }
}
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: #000000;
}
.highlight-variable {
  color: #000000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #007979;
  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: #000000;
}
.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: #007979;
  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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
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 #000000;
  box-shadow: inset 0 0 1px #000000;
  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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
@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;
    /* Old browsers */
    -webkit-box-flex: 0;
    -moz-box-flex: 0;
    box-flex: 0;
    /* Modern browsers */
    flex: none;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: #000000;
  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: #000000;
  /* 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: #000000;
  /* 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: #000000;
  background-color: #000000;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #ffffff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #ffffff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000000;
  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: #000000;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid #000000;
  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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
@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: #000000;
  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;
  padding-bottom: 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: #ffffff;
    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: #eeeeee;
  }
}
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-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  /* 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: #ffffff;
  background-image: none;
  border: 1px solid #cccccc;
  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: #999999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999999;
}
.celltoolbar select::-ms-expand {
  background-color: transparent;
  border: 0;
}
.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), #eeeeee);
}
.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: #ffffff;
  background-image: none;
  border: 1px solid #cccccc;
  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: #999999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  background-color: transparent;
  border: 0;
}
.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: #000000;
  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: #565656;
  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: #565656;
  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: #565656;
  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: #565656;
  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: #565656;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333333;
  background-color: #ffffff;
  border-color: #cccccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333333;
  background-color: #e6e6e6;
  background-image: none;
  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: #333333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.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: #ffffff;
  border-color: #cccccc;
}
.notification_widget .badge {
  color: #ffffff;
  background-color: #333333;
}
.notification_widget.warning {
  background-color: #f0ad4e;
  border-color: #eea236;
  color: #ffffff;
  background-color: #b46102;
  border-color: #b46102;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #ffffff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #ffffff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #ffffff;
  background-color: #ec971f;
  background-image: none;
  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: #ffffff;
  background-color: #d58512;
  border-color: #985f0d;
}
.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: #ffffff;
}
.notification_widget.success {
  color: #ffffff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #ffffff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #ffffff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #ffffff;
  background-color: #449d44;
  background-image: none;
  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: #ffffff;
  background-color: #398439;
  border-color: #255625;
}
.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: #ffffff;
}
.notification_widget.info {
  color: #ffffff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #ffffff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #ffffff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #ffffff;
  background-color: #31b0d5;
  background-image: none;
  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: #ffffff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.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: #ffffff;
}
.notification_widget.danger {
  background-color: #d9534f;
  border-color: #d43f3a;
  color: #ffffff;
  background-color: #df0404;
  border-color: #df0404;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #ffffff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #ffffff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #ffffff;
  background-color: #c9302c;
  background-image: none;
  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: #ffffff;
  background-color: #ac2925;
  border-color: #761c19;
}
.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: #ffffff;
}
div#pager {
  background-color: #ffffff;
  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: #000000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-button-area .ui-button {
  padding-top: 0px;
  padding-bottom: 0px;
  padding-right: 10px;
  padding-left: 10px;
}
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;
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  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: 85px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltipbuttons .ui-button {
  padding-top: 0px;
  padding-bottom: 0px;
  padding-right: 10px;
  padding-left: 10px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
  /*avoid the ui-icon(s) from overlapping the tooltip*/
  padding-top: 5px;
}
.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: #eeeeee;
}
.terminal-app #header {
  background: #ffffff;
  -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);
  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-container {
  padding-top: 20px;
  height: 100%;
}
.terminal-app #terminado-container {
  height: 100%;
}
.btn-danger {
  color: #ffffff;
  background-color: #df0404;
  border-color: #df0404;
}
.btn-warning {
  color: #ffffff;
  background-color: #b46102;
  border-color: #b46102;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000000;
  text-shadow: 0 1px 0 #ffffff;
  filter: alpha(opacity=60);
  opacity: 0.6;
}
.close:hover,
.close:focus {
  color: #000000;
  text-decoration: none;
  cursor: pointer;
  filter: alpha(opacity=100);
  opacity: 1;
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
  appearance: none;
}
.navbar-nav > li > a {
  color: #565656;
}
.navbar-nav > li > a:focus {
  /* -webkit-focus-ring-color = '#5B9DD9' */
  outline: -webkit-focus-ring-color auto 5px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.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 */
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<h1 id="Uygulama-Notlar&#305;:-3">Uygulama Notlar&#305;: 3<a class="anchor-link" href="#Uygulama-Notlar&#305;:-3">&#182;</a></h1><h2 id="F&#304;Z219---Bilgisayar-Programlama-I-|-23/10/2020">F&#304;Z219 - Bilgisayar Programlama I | 23/10/2020<a class="anchor-link" href="#F&#304;Z219---Bilgisayar-Programlama-I-|-23/10/2020">&#182;</a></h2><ul>
<li>Vektörler<ul>
<li>Vektörlerin elemanlarına erişim</li>
<li>Vektör bileşenlerine değer atama</li>
<li>Sütun vektörleri</li>
<li>Vektörleri devirmek (transpose)</li>
</ul>
</li>
<li>Vektörlerin dahil olduğu çarpımlar<ul>
<li>Bir vektörün bir skalerle çarpımı</li>
<li>İki vektörün skaler çarpımı</li>
<li>İki vektörün vektör çarpımı</li>
</ul>
</li>
<li>Matrisler</li>
<li>Aralık operatörü (:)</li>
<li>Matris İşlemleri<ul>
<li>Devrik matrisler</li>
<li>Matrislerin toplaması, çıkarılması</li>
</ul>
</li>
<li>Özel Matrisler (Sıfır, Bir, Birim)<ul>
<li>Matrislerin çarpılması<ul>
<li>Skaler-matris çarpımı</li>
<li>Matris-matris çarpımı</li>
<li>İki matrisin eleman bazında çarpımı</li>
</ul>
</li>
<li>Matrisin Tersi</li>
</ul>
</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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<h2 id="Vekt&#246;rler">Vekt&#246;rler<a class="anchor-link" href="#Vekt&#246;rler">&#182;</a></h2><p>Fizikte gördüğümüz vektörlerin skalerlerden ayırt edici özelliği belli bir büyüklüğe <strong>ve</strong> yöne sahip olmalıydı. Yönlerini bileşenlerinin büyüklüğü belirliyordu. Fizikte, yaşadığımız evrene uygun olarak, genel olarak 3 boyutlu vektörlerle ilgilendik (sicim teorisi 10 (M-teoriye giderseniz 11'miş hatta) boyutlu vektörlerle çalışmakta), ama matematikten biliyoruz ki, 3'ten çok, <em>n</em>- boyutlu vektörler de mevcut. Hatta bir vektör illaki fiziksel bir niceliğe işaret etmek zorunda da değil. Bir excel çalışma sayfasını açıp, bir sütuna sırası ile yukarıdan aşağıya adınızı, soyadınızı, numaranızı, boyunuzu, derslerden aldığınız notları vs. yazdığınızda bu da bir vektördür (<em>sütun vektörü</em>); bu verileri bir sütun boyunca değil de, satır boyunca soldan sağa yazdığınızda ise yine bir vektör elde edersiniz (<em>satır vektörü</em>). Yeter ki tek bir derecede (yani ya bir sütunda, ya da bir satırda kalın). Vektörünüzün kaç bileşeni varsa, vektörünüz o boyutlu vektör olur.</p>

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<p>İşe bilgisayar açısından bakarsak, vektör dediğimiz şey, birden fazla değeri yan yana (ve önemli: <strong>sıralı</strong>) tutan kutulardan ibaret. Örneğin, nasıl ki  $\vec{a} = 3\hat{\imath}+4\hat{\jmath}$ vektörünü bileşenleri cinsinden $(3,4)$ olarak da temsil edebiliyoruz, bu şekilde düşündüğümüzde, vektörleri sayı dizileri olarak da kafamızda canlandırabiliriz.</p>

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<p>Önce eski dost skaler değişkenleri hatırlayalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">a</span> <span class="p">=</span> <span class="mi">5</span>
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<pre>a =  5
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<p><code>a</code> bir skaler değişken, sadece bir değeri tutar, diyelim ki, iki değişkeni içinde tutan bir sayı dizisi olarak <code>A</code>yı tanımlamak istedik:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">]</span>
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<pre>A =

   3   4

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<p>Notasyona dikkat! Sayı dizisini köşeli parantez içinde tanımlayıp, değerleri de virgülle ayırdık. Birinci bileşeni 3, ikinci bileşeni 4 olan, iki elemanlı bir sayı dizimiz oldu. Bunu eşdeğer şekilde: "x yönündeki bileşeni 3 birim uzunluğunda, y yönündeki bileşeni 4 birim uzunluğunda bir vektör" olarak da yorumlayabilirdik. Böyle bir vektörün boyutunu gerek Pisagor Teoremi'nden, gerekse de vektörlerin büyüklüğünü veren:
$$ \|\vec{A}\| = \sqrt{\sum_{i}{a_i^2}}$$</p>
<p>formülünden hesaplayabiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">power</span><span class="p">(</span><span class="mi">3</span><span class="o">**</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">4</span>^<span class="mi">2</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">)</span>
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<pre>ans =  5
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<p><em>(burada, üs almak için üç farklı ve eşdeğer yöntemi birlikte kullanmamız, züppelikten başka bir şey değildir!.. 8P 8)</em> Ayrıca, bir vektörün boyunu (yani <em>norm</em>'unu) hesaplamak için, adı üstünde, <code>norm</code> komutunu da kullanabiliriz:</p>

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<pre>ans =  5
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<h3 id="Vekt&#246;rlerin-elemanlar&#305;na-eri&#351;im">Vekt&#246;rlerin elemanlar&#305;na eri&#351;im<a class="anchor-link" href="#Vekt&#246;rlerin-elemanlar&#305;na-eri&#351;im">&#182;</a></h3><p>Bir vektörün (/sayı dizisinin) elemanlarının bulunduğu konumlara <em>indis</em> adı verilir ve Octave'da sayma işlemi 1'den başlar: A vektörümüzün 1. indisi 3'e, 2. indisi ise 4'e eşittir. İstediğimiz indislere erişmek için parantezleri kullanırız:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># A&#39;nın 2. indisine erişelim:</span>
<span class="n">A</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
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<pre>ans =  4
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># A&#39;nın 1. indisine erişelim:</span>
<span class="n">A</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
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<pre>ans =  3
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># i diye bir skaler tanımlayıp, değerini 2 yapalım:</span>
<span class="n">i</span> <span class="p">=</span> <span class="mi">2</span>
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<pre>i =  2
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Şimdi de A&#39;nın i. indisli elemanına erişelim:</span>
<span class="n">A</span><span class="p">(</span><span class="n">i</span><span class="p">)</span>
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<pre>ans =  4
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<p>Hiç şaşırtıcı olmadı. Sonuçta 'A(i)' diye bir komut gönderdiğimizde, yorumlayıcı, 'i' gördüğü yere, değeri olan '2'yi yerleştirdiğinden, ha <code>A(i)</code> yazmışız, ha <code>A(2)</code>. Peki, ya A'nın 2. ve 1. indisli elemanlarını çağırmak istersek?</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span><span class="p">([</span><span class="mi">2</span><span class="p">,</span><span class="mi">1</span><span class="p">])</span>
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<pre>ans =

   4   3

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<p>Dikkat edin, indis olarak, parantez içine parametre olarak istediğimiz indisleri tutan bir sayı dizisi gönderdik: <code>[2,1]</code>. Bunu istediğimiz kadar tekrarlayabiliriz, örneğin, A'nın 2., sonra 1., sonra tekrar 1., sonra tekrar 2. indisli bileşenlerini(/elemanlarını) çağıralım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span><span class="p">([</span><span class="mi">2</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">])</span>
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<pre>ans =

   4   3   3   4

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<p>Değişkenleri parametre olarak kullanmayı <code>A(i)</code>den biliyoruz, buraya da uygulayalım:</p>

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<span class="n">A</span><span class="p">(</span><span class="n">n</span><span class="p">)</span>
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<pre>n =

   2   1   1   2

ans =

   4   3   3   4

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<h3 id="Vekt&#246;r-bile&#351;enlerine-de&#287;er-atama">Vekt&#246;r bile&#351;enlerine de&#287;er atama<a class="anchor-link" href="#Vekt&#246;r-bile&#351;enlerine-de&#287;er-atama">&#182;</a></h3><p>Elemanlara ulaşabildiğimiz gibi, hazır ulaşmışken onların değerlerini de atayabiliriz -- tek yapmamız gereken yeni değerlerini tanımlamak:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># A&#39;nın 2 indisli elemanını getir:</span>
<span class="n">A</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>

<span class="c"># A&#39;nın 2 indisli elemanına -1.5 değerini ata:</span>
<span class="n">A</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span> <span class="p">=</span> <span class="o">-</span><span class="mf">1.5</span>
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<pre>ans =  5
A =

   3.0000  -1.5000

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<pre>ans =  3.3541
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<div class=" highlight hl-octave"><pre><span></span><span class="nb">sqrt</span><span class="p">(</span><span class="mi">3</span>^<span class="mi">2</span><span class="o">+</span><span class="p">(</span><span class="o">-</span><span class="mf">1.5</span><span class="p">)</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span>
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<pre>ans =  3.3541
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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span> <span class="mi">2</span> <span class="mi">3</span><span class="p">]</span>
<span class="n">B</span> <span class="p">=</span> <span class="p">[</span><span class="mi">9</span> <span class="mi">5</span> <span class="mi">7</span><span class="p">]</span>
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<pre>A =

   1   2   3

B =

   9   5   7

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<h3 id="S&#252;tun-vekt&#246;rleri">S&#252;tun vekt&#246;rleri<a class="anchor-link" href="#S&#252;tun-vekt&#246;rleri">&#182;</a></h3><p><code>A</code> ve <code>B</code> vektörlerinin ikisi de satır vektörleri (çünkü satır üzerinde tanımlandılar). Bir de sütun vektörleri var: onları da bileşenlerini alt alta yazarak tanımlayabiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">C</span> <span class="p">=</span> <span class="p">[</span><span class="mi">4</span>
<span class="mi">7</span>
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<pre>C =

   4
   7
   2

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<p>Bu şekilde tanımlamak, yazarken pratik olsa da, sonrasında gidip düzeltme yapabilme açısından çok pratik değildir (alternatifler için bkz. hemen aşağıdaki alt-başlık).</p>

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<h3 id="Virg&#252;l-&amp;-Bo&#351;luk-|-Noktal&#305;-virg&#252;l-&amp;-Enter">Virg&#252;l &amp; Bo&#351;luk | Noktal&#305; virg&#252;l &amp; <em>Enter</em><a class="anchor-link" href="#Virg&#252;l-&amp;-Bo&#351;luk-|-Noktal&#305;-virg&#252;l-&amp;-Enter">&#182;</a></h3><p>Satır vektörleri tanımlarken virgül yerine boşluk; sütun vektörleri tanımlarken ise yeni satıra geçmek (yani "enter'a basmak") yerine, noktalı virgül kullanabiliriz. Örneğin:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span> <span class="mi">2</span> <span class="mi">3</span><span class="p">]</span>
<span class="c"># virgül ve boşluğu geçişli olarak da kullanabiliriz.</span>
<span class="c"># Ayrıca, kaç boşluk bıraktığınız da önemli değildir.</span>
<span class="n">B</span> <span class="p">=</span> <span class="p">[</span><span class="mi">9</span><span class="p">,</span> <span class="mi">5</span>   <span class="mi">7</span> <span class="p">]</span>
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<pre>A =

   1   2   3

B =

   9   5   7

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<div class=" highlight hl-octave"><pre><span></span><span class="n">C</span> <span class="p">=</span> <span class="p">[</span><span class="mi">4</span><span class="p">;</span> <span class="mi">7</span><span class="p">;</span>  <span class="mi">2</span><span class="p">]</span>
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<pre>C =

   4
   7
   2

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<h3 id="Vekt&#246;rleri-devirmek-(transpose)">Vekt&#246;rleri devirmek (<em>transpose</em>)<a class="anchor-link" href="#Vekt&#246;rleri-devirmek-(transpose)">&#182;</a></h3><p>Bir satır vektörünü sütun vektörüne, veya bir sütun vektörünü satır vektörüne çevirmek için onu deviririz (yani <em>transpose</em>'unu alırız):</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">transpose</span><span class="p">(</span><span class="n">A</span><span class="p">)</span>
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<pre>ans =

   1
   2
   3

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">transpose</span><span class="p">(</span><span class="n">C</span><span class="p">)</span>
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<pre>ans =

   4   7   2

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<p>Bu işlem sıklıkla yapıldığı için, kolaylık olsun diye kesme işareti (') ile de tanımlanmıştır:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span><span class="o">&#39;</span>
<span class="n">C</span><span class="o">&#39;</span>
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<pre>ans =

   1
   2
   3

ans =

   4   7   2

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<p><em>(Aslında kesme işareti tam olarak transpose() komutunun eşdeğeri değildir, devirme işlemine ek olarak, kompleks konjugesini de alır ama kompleks sayılar bizim göreceklerimizin dışında olduğundan, dersimizde güvenle kullanabiliriz ;)</em></p>

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<h2 id="Vekt&#246;rlerin-dahil-oldu&#287;u-&#231;arp&#305;mlar">Vekt&#246;rlerin dahil oldu&#287;u &#231;arp&#305;mlar<a class="anchor-link" href="#Vekt&#246;rlerin-dahil-oldu&#287;u-&#231;arp&#305;mlar">&#182;</a></h2><p>Vektörler 3 çeşit çarpıma dahil olurlar:</p>
<ol>
<li>Bir vektörün bir skalerle çarpımı</li>
<li>İki vektörün skaler çarpımı</li>
<li>İki vektörün vektör çarpımı</li>
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<h3 id="Bir-vekt&#246;r&#252;n-bir-skalerle-&#231;arp&#305;m&#305;">Bir vekt&#246;r&#252;n bir skalerle &#231;arp&#305;m&#305;<a class="anchor-link" href="#Bir-vekt&#246;r&#252;n-bir-skalerle-&#231;arp&#305;m&#305;">&#182;</a></h3><p>Bir vektör bir skalerle çarpıldığında doğrultusu (yani üzerinde bulunduğu doğrunun açısı) değişmez, yalnızca büyüklüğü değişir. Eğer çarptığımız skaler negatif bir sayı ise, o zaman vektör ters yönde, fakat yine aynı doğru üzerinde yer alır. Vektörün boyu ise çarpıldığı skalerin mutlak değeri oranında değişir.</p>
<p><strong>Örnek</strong><br>
$\vec{A} = \hat{\imath}+4\hat{\jmath}+3\hat{k}$ vektörünü $s=5$ sayısı ile çarpalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">3</span><span class="p">]</span>
<span class="n">s</span> <span class="p">=</span> <span class="mi">5</span>
<span class="n">s</span><span class="o">*</span><span class="n">A</span>
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<pre>A =

   1   4   3

s =  5
ans =

    5   20   15

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># A&#39;nın boyu:</span>
<span class="nb">norm</span><span class="p">(</span><span class="n">A</span><span class="p">)</span>

<span class="c"># çarpımın boyu:</span>
<span class="nb">norm</span><span class="p">(</span><span class="n">s</span><span class="o">*</span><span class="n">A</span><span class="p">)</span>
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<pre>ans =  5.0990
ans =  25.495
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Boyların oranı</span>
<span class="mf">25.495</span> <span class="o">/</span> <span class="mf">5.0990</span>
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<pre>ans =  5
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<h3 id="&#304;ki-vekt&#246;r&#252;n-skaler-&#231;arp&#305;m&#305;">&#304;ki vekt&#246;r&#252;n skaler &#231;arp&#305;m&#305;<a class="anchor-link" href="#&#304;ki-vekt&#246;r&#252;n-skaler-&#231;arp&#305;m&#305;">&#182;</a></h3><p>Vektörlerin skaler çarpımının İngilizcesi'ne "scalar product" denmekte. <em>Product</em> kelimesi de hem "çarpım", hem de "ürün" anlamına geldiğinden, "scalar product" terimini <u>"skaler ürün"</u> olarak da okuyabiliriz: yani, sonucumuz (<em>ürünümüz</em>) bir skaler olacak -- işleme iki vektör girip, dışarıya bir skaler çıkacak.</p>
<p>Octave'da, iki vektörü skaler çarpmak için kullandığımız komut, işlemin diğer adı olan "nokta çarpım"dan (<em>"dot product"</em>) gelen <code>dot</code> komutu (aritmetikte çarpmayı hem nokta, hem de çarpım işaretiyle temsil ettiğimizden, vektörlere dair iki farklı çarpma işleminden birini nokta, diğerini ise çarpım işaretiyle temsil ediyoruz).</p>
<p>Matematiksel olarak, $\vec{A}$ ve $\vec{B}$ vektörlerinin skaler çarpımı şu şekilde tanımlanır:</p>
$$\vec{A}\cdot\vec{B} = \|\vec{A}\|\,\|\vec{B}\|\,\cos\theta$$<p>(burada $\theta$, iki vektör arasındaki açı olmakta). Bu formülü kullanarak, birim vektörler arasındaki ilişkiyi çıkartabiliriz:</p>
$$\left. \begin{array}{c} \hat\imath \perp \hat\jmath, \hat{k} \\ \hat\jmath \perp \hat\imath, \hat{k} \\ \hat k \perp \hat\jmath, \hat{\imath} \end{array}\right\}\rightarrow 
\begin{array}{c} \hat\imath\cdot\hat\imath =   \hat\jmath\cdot\hat\jmath = \hat{k}\cdot\hat{k} = 1\\ \hat\imath\cdot\hat\jmath =   \hat\jmath\cdot\hat{k} = \hat{k}\cdot\hat\imath = 0 \end{array}$$<p>$\vec{A}$ ve $\vec{B}$ vektörlerinin skaler çarpımının vektörlerin bileşenler üzerinden tanımı ise şöyledir:</p>
$$\vec{A}\cdot\vec{B} = \sum_{i}{a_i .b_i}$$<p>Bu iki formülü birlikte kullanarak, iki vektör arasındaki açı kolayca hesaplanabilir. Örnek olarak $\vec{A} = \hat{\imath}+4\hat{\jmath}+3\hat{k}$ ile, $\vec{B} = 9\hat{\imath}+5\hat{\jmath}+7\hat{k}$ vektörleri arasındaki açıyı hesaplayalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">3</span><span class="p">]</span>
<span class="n">B</span> <span class="p">=</span> <span class="p">[</span><span class="mi">9</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">7</span><span class="p">]</span>
<span class="n">AB</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="n">B</span><span class="p">(</span><span class="mi">1</span><span class="p">)</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="n">B</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span> <span class="o">+</span> <span class="n">A</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span><span class="o">*</span><span class="n">B</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
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<pre>A =

   1   4   3

B =

   9   5   7

AB =  50
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<p>Bileşen çarpımlarını uzun uzun elle yapmak yerine, doğrudan <code>dot</code> komutunu kullanabiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">AB</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">B</span><span class="p">)</span>
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<pre>AB =  50
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<p>Çarpım için iki eşitliğimiz olduğundan bir tanesini kullanarak bulduğumuz bu sonucu diğerine eşitleyip, açı terimini yalnız bırakırsak:
$$\cos\theta = \frac{\vec{A}\cdot\vec{B}}{\|\vec{A}\|\|\vec{B}\|}$$</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">costheta</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">B</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="nb">norm</span><span class="p">(</span><span class="n">A</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">B</span><span class="p">))</span>
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<pre>costheta =  0.78762
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<p>Buradan da bulduğumuz değerin $\cos^{-1}$ ($\arccos$) değerini alırsak açıyı radyan cinsinden elde ederiz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">theta_radyan</span> <span class="p">=</span> <span class="nb">acos</span><span class="p">(</span><span class="n">costheta</span><span class="p">)</span>
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<pre>theta_radyan =  0.66386
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<p>Radyan cinsinden verilmiş bir açıyı derece cinsine çevirmek için pi'ye bölüp 180 ile çarparız:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">theta_derece</span> <span class="p">=</span> <span class="n">theta_radyan</span> <span class="o">/</span> <span class="nb">pi</span> <span class="o">*</span> <span class="mi">180</span>
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<pre>theta_derece =  38.036
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<p>Açıları sıklıkla derece ile temsil ettiğimizden dolayı, trigonometrik fonksiyonların doğrudan derece cinsinden açılarla çalışan versiyonları vardır: <code>cosd</code>, <code>sind</code>, <code>tand</code>, <code>acosd</code> gibi, sonlarına derece'nin (<em>degree</em>) "d"sini alırlar. Bu şekilde, tekrar hesaplarsak:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">costheta</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">B</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="nb">norm</span><span class="p">(</span><span class="n">A</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">B</span><span class="p">))</span>
<span class="n">theta_derece</span> <span class="p">=</span> <span class="nb">acosd</span><span class="p">(</span><span class="n">costheta</span><span class="p">)</span>
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<pre>costheta =  0.78762
theta_derece =  38.036
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<p>Çok karmaşık görünmeyecekse, bütün işlemleri tek bir komutta toplayabiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">aci</span> <span class="p">=</span> <span class="nb">acosd</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">B</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="nb">norm</span><span class="p">(</span><span class="n">A</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">B</span><span class="p">)))</span>
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<pre>aci =  38.036
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<p>Vektörlerin koordinat sistemindeki görüntüleri şu şekilde; aralarındaki açı bakın bakalım $38^o$'ye benziyor mu? ;)
<img src="data:image/png;base64,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" alt="3DVectors_CalcPlot3D.png"></p>
<p>Şekli <a href="https://www.monroecc.edu/faculty/paulseeburger/calcnsf/CalcPlot3D/">CalcPlot3D</a> yardımıyla çizdim, bu işler için gayet faydalı bir araç, aklınızda bulunsun.</p>

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<h3 id="&#304;ki-vekt&#246;r&#252;n-vekt&#246;r-&#231;arp&#305;m&#305;">&#304;ki vekt&#246;r&#252;n vekt&#246;r &#231;arp&#305;m&#305;<a class="anchor-link" href="#&#304;ki-vekt&#246;r&#252;n-vekt&#246;r-&#231;arp&#305;m&#305;">&#182;</a></h3><p>Vektör çarpım ("vector product"), "adı üzerinde", sonuç olarak vektör çıkartan bir çarpımdır. Sonucun vektör olmasından ötürü, hem boyu, hem de yönü vardır. Yönü de çarpılan iki vektöre dik yöndedir. Nasıl ki iki nokta bir doğru tanımlıyorsa (bir başka deyişle "iki noktadan bir doğru geçer"), iki vektör de bir düzlem tanımlar (yani, rasgele iki vektör aldığınızda, bir dosya kağıdını bükmeden bunların ikisini de içerecek şekilde tutabilirsiniz). Bir düzleme dik iki doğrultu olduğundan, çarpım sırası önemlidir, sonuç vektörünün yönünü <a href="https://tr.wikipedia.org/wiki/Sa%C4%9F_el_kural%C4%B1">sağ el kuralı</a> ile belirleriz.</p>
<p>Birbirine paralel ya da anti-paralel iki vektöre sonsuz sayıda dik doğrultu olduğundan, bu şekilde yönlenmiş iki vektörün vektör çarpımı sıfır olur. Bunu sonuç vektörünün büyüklüğünü veren formüldeki $\sin\theta$ çarpanının 0 ve $180^o$ derecelerde otomatikman 0 getirmesinden de anlayabiliriz.</p>
<p>Çarpım vektörünün boyu:
$$\vec{A}\times\vec{B} = \|\vec{A}\|\,\|\vec{B}\|\,\sin\theta$$
ile tanımlanır. Sinüs fonksiyonunun tek fonksiyon olmasından ötürü $\left(\sin{-\theta} = -\sin{theta}\right)$:</p>
$$\vec{A}\times\vec{B} = -\vec{B}\times\vec{A}$$<p></p>
<p>olduğu da açıktır.</p>
<p>Yönü ise, yukarıda da belirttiğimiz üzere iki çarpan vektöre de dik olacak şekilde çıkar.</p>
<p>Yönünü de içeren çarpım formülü biraz karışık görünse de:
$$\vec{A}\times\vec{B} = 
 \left(a_y b_z - a_z b_y\right)\hat{\imath}
+\left(a_z b_x - a_x b_z\right)\hat{\jmath}
+\left(a_x b_y - a_y b_x\right)\hat{k}$$</p>
<p>determinant tanımından kolay şekilde yazılabilir:</p>
$$\vec{A}\times\vec{B} = \begin{vmatrix} \hat\imath &amp; \hat\jmath &amp; \hat{k}\\ a_x &amp; a_y &amp; a_z\\ b_x &amp; b_y &amp; b_z \end{vmatrix}$$<p>Bu formüllerden, birim vektörler arasındaki ilişki ise:</p>
$$\left. \begin{array}{c} \hat\imath \perp \hat\jmath, \hat{k} \\ \hat\jmath \perp \hat\imath, \hat{k} \\ \hat k \perp \hat\jmath, \hat{\imath} \end{array}\right\}\rightarrow 
\begin{array}{c} \hat\imath\times\hat\imath =   \hat\jmath\times\hat\jmath = \hat{k}\times\hat{k} = 0\\ \hat\imath\times\hat\jmath = \hat{k};\;  \hat\jmath\times\hat{k} = \hat{\imath};\;\hat{k}\times\hat\imath = \hat{\jmath} \end{array}$$<p>olarak bulunur.</p>
<p>Octave'da vektör çarpım işlemi ("cross product"), <code>cross</code> komutu ile gerçekleştirilir.</p>

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<p><strong>Örnek #1</strong><br>
Anlaşılma kolaylığı açısından, örneklerimize x ve y yönlerinde iki vektörün çarpımıyla başlayalım:</p>
$$\vec{Q} = 5\hat{\imath}$$$$\vec{R} = 3\hat{\jmath}$$<p>olsun.</p>
<p>Çarpım vektörü ikisine de dik olacağından, ya +z, ya da -z yönünde olmalıdır. Sağ el kuralını kullanarak, $\vec{Q}\times\vec{R}$ nin +z yönünde; $\vec{R}\times\vec{Q}$ nun ise -z yönünde olacağını görürüz. Büyüklüğü ise, $\sin{90^o} = 1$ olduğundan, $5\times 3=15$ olur.</p>
$$\vec{Q}\times\vec{R} = 5\hat{\imath} \times 3\hat{\jmath} = \left(5\,.\,3\right)\left(\hat{\imath} \times \hat{\jmath}\right) = 15 \hat{k}$$<p>Bu işlemleri Octave'da yapalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">Q</span> <span class="p">=</span> <span class="p">[</span><span class="mi">5</span> <span class="mi">0</span> <span class="mi">0</span><span class="p">]</span>
<span class="n">R</span> <span class="p">=</span> <span class="p">[</span><span class="mi">0</span> <span class="mi">3</span> <span class="mi">0</span><span class="p">]</span>
<span class="n">S</span> <span class="p">=</span> <span class="nb">cross</span><span class="p">(</span><span class="n">Q</span><span class="p">,</span><span class="n">R</span><span class="p">)</span>
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<pre>Q =

   5   0   0

R =

   0   3   0

S =

    0    0   15

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<p>Çarpım sonucu ortaya çıkan vektöre <code>S</code> adını verdik; bakalım $\vec{S}$ gerçekten de $\vec{Q}$ ile $\vec{R}$ vektörlerine dik mi?</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Doğrudan skaler çarpımda ürettiğimiz komutu kullanıyoruz:</span>
<span class="n">aci_QS</span> <span class="p">=</span> <span class="nb">acosd</span><span class="p">(</span><span class="nb">dot</span><span class="p">(</span><span class="n">Q</span><span class="p">,</span><span class="n">S</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="nb">norm</span><span class="p">(</span><span class="n">Q</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">S</span><span class="p">)))</span>
<span class="n">aci_RS</span> <span class="p">=</span> <span class="nb">acosd</span><span class="p">(</span><span class="nb">dot</span><span class="p">(</span><span class="n">R</span><span class="p">,</span><span class="n">S</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="nb">norm</span><span class="p">(</span><span class="n">R</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">S</span><span class="p">)))</span>
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<pre>aci_QS =  90
aci_RS =  90
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<p>Tabii, dikliği çok daha kolay bir şekilde de kontrol edebilirdik: birbirine dik iki vektörün skaler çarpımının 0 olacağını biliyoruz, o halde:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">dot</span><span class="p">(</span><span class="n">Q</span><span class="p">,</span><span class="n">S</span><span class="p">)</span>
<span class="nb">dot</span><span class="p">(</span><span class="n">Q</span><span class="p">,</span><span class="n">R</span><span class="p">)</span>
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<pre>ans = 0
ans = 0
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<p><strong>Örnek #2</strong><br>
$\vec{A} = \hat{\imath}+4\hat{\jmath}+3\hat{k}$ ile, $\vec{B} = 9\hat{\imath}+5\hat{\jmath}+7\hat{k}$ vektörlerimizi vektörel çarpımla çarpalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span>
<span class="n">B</span> <span class="p">=</span> <span class="p">[</span><span class="mi">9</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">7</span><span class="p">]</span>
<span class="n">C</span> <span class="p">=</span> <span class="nb">cross</span><span class="p">(</span><span class="n">A</span><span class="p">,</span><span class="n">B</span><span class="p">)</span>
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<pre>A =

   1   4   3

B =

   9   5   7

C =

   13   20  -31

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># A ile B&#39;nin arasındaki açı:</span>
<span class="n">aci</span> <span class="p">=</span> <span class="nb">acosd</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">B</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="nb">norm</span><span class="p">(</span><span class="n">A</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">B</span><span class="p">)))</span>
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<pre>aci =  38.036
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Formülden C=AxB&#39;nin boyu:</span>
<span class="n">boy_C</span> <span class="p">=</span> <span class="nb">norm</span><span class="p">(</span><span class="n">A</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">B</span><span class="p">)</span><span class="o">*</span><span class="nb">sind</span><span class="p">(</span><span class="n">aci</span><span class="p">)</span>
<span class="c"># (Dikkat: aci derece cinsinden olduğundan, &quot;sind&quot; kullanıyoruz)</span>
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<pre>boy_C =  39.115
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># C&#39;nin bileşenlerinden hesaplanan boyu:</span>
<span class="n">norm_C</span> <span class="p">=</span> <span class="nb">norm</span><span class="p">(</span><span class="n">C</span><span class="p">)</span>
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<pre>norm_C =  39.115
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># C ile A ve B arasındaki açı:</span>
<span class="n">aci_CA</span> <span class="p">=</span> <span class="nb">acosd</span><span class="p">(</span><span class="nb">dot</span><span class="p">(</span><span class="n">C</span><span class="p">,</span><span class="n">A</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="nb">norm</span><span class="p">(</span><span class="n">C</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">A</span><span class="p">)))</span>
<span class="n">aci_CB</span> <span class="p">=</span> <span class="nb">acosd</span><span class="p">(</span><span class="nb">dot</span><span class="p">(</span><span class="n">C</span><span class="p">,</span><span class="n">B</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="nb">norm</span><span class="p">(</span><span class="n">C</span><span class="p">)</span><span class="o">*</span><span class="nb">norm</span><span class="p">(</span><span class="n">B</span><span class="p">)))</span>
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<pre>aci_CA =  90
aci_CB =  90
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<h2 id="Matrisler">Matrisler<a class="anchor-link" href="#Matrisler">&#182;</a></h2><p>Vektörleri bir excel çalışma sayfasındaki satır veya sütun boyunca sıralanan veriler olarak gözümüzde canlandırmıştık; matrisleri ise bir çalışma sayfasının tamamı olarak görebiliriz. Bir matrisin 1'den fazla satırı ve 1'den fazla sütunu olur (satır veya sütun sayısı 1 olursa, o zaman alt kümesi olan vektörlerden bahsediyoruz demektir).</p>
<p><strong>Matrislerde satırlar önceliklidir, yani her zaman için önce satırı, ardından sütunu kast ederiz.</strong></p>
<p>2 satırlı, 3 sütunlu bir matrisi, vektörleri tanımladığımıza benzer olarak tanımlarız, örneğin:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">M</span> <span class="p">=</span> <span class="p">[</span><span class="mi">11</span> <span class="mi">12</span> <span class="mi">13</span><span class="p">;</span> <span class="mi">21</span> <span class="mi">22</span> <span class="mi">23</span><span class="p">]</span>
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<pre>M =

   11   12   13
   21   22   23

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<p>(tıpkı vektörlerde olduğu gibi, boşluklarla virgülleri; noktalı virgüllerle de <em>Enter</em> tuşunu geçişli olarak kullanabiliriz)</p>

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<p>Matrislerin elemanlarına ulaşmak için yine parantezler içinde ulaşmak istediğimiz indisi belirtiriz (<u>her zaman için önce satır, sonra sütun numarası!</u>)</p>

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<p><strong>Örnekler</strong></p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 2. satırın, 3. sütunundaki eleman:</span>
<span class="n">M</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">)</span>
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<pre>ans =  23
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 1. satırın, 2. sütunundaki eleman:</span>
<span class="n">M</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>
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<pre>ans =  12
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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Vektörlerde yaptığımız gibi, birden fazla elemanı seçebiliriz:</span>
<span class="c"># 2. satırın, 2. ve 3. sütunlarındaki elemanlar:</span>
<span class="n">M</span><span class="p">(</span><span class="mi">2</span><span class="p">,[</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">])</span>
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<pre>ans =

   22   23

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 1. ve 2. satırların, 3. sütunundaki elemanlar:</span>
<span class="n">M</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">],</span><span class="mi">3</span><span class="p">)</span>
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<pre>ans =

   13
   23

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 1. ve 2. satırların, 1. ve 3. sütunlarındaki elemanlar:</span>
<span class="n">M</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">],[</span><span class="mi">1</span><span class="p">,</span><span class="mi">3</span><span class="p">])</span>
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<pre>ans =

   11   13
   21   23

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Sütunları ters sırayla çağıralım:</span>
<span class="n">M</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">],[</span><span class="mi">3</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">1</span><span class="p">])</span>
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<pre>ans =

   13   12   11
   23   22   21

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Satırları ve sütunları ters sırayla çağıralım:</span>
<span class="n">M</span><span class="p">([</span><span class="mi">2</span><span class="p">,</span><span class="mi">1</span><span class="p">],[</span><span class="mi">3</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">1</span><span class="p">])</span>
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<pre>ans =

   23   22   21
   13   12   11

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<p><strong>Alıştırma:</strong><br>
$M$ matrisinin köşelerindeki elemanları çağırabilir misiniz? Yani:
$$\begin{bmatrix}11 &amp; 13\\ 21 &amp; 23\end{bmatrix}$$ olacak şekilde.</p>

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<h3 id="Aral&#305;k-operat&#246;r&#252;-(:)">Aral&#305;k operat&#246;r&#252; (:)<a class="anchor-link" href="#Aral&#305;k-operat&#246;r&#252;-(:)">&#182;</a></h3><p>Az sayıda satır/sütunlu matrislerle uğraşırken belki tek tek belirtilebilir ama eninde sonunda boyumuzu aşan boyutlarda matrislerle çalışmamız gerekecek. Bu tür durumlarda ise aralık operatörünü kullanırız.</p>
<p>En basit haliyle, iki sayının arasına <code>:</code> koyduğumuzda, bu "ilk sayıdan ikincisine kadar, onu geçmeden, birer birer arttır" anlamına gelir:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 1&#39;den 5&#39;e:</span>
<span class="mi">1</span><span class="p">:</span><span class="mi">5</span>
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<pre>ans =

   1   2   3   4   5

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 2.3&#39;ten 5.2&#39;ye:</span>
<span class="mf">2.3</span><span class="p">:</span><span class="mf">5.2</span>
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<pre>ans =

    2.3000    3.3000    4.3000

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<p>Görüldüğü üzere, ondalıklı sayılarda da sorunsuz çalışıyor: 2.3'ten başlayıp, 1 arttırarak gidiyoruz: 2.3, 3.3, 4.3... 5.3'e gelindiğinde ise, bu sayı sınırımız olan 5.2'nin dışında olduğundan içerilmiyor ve sayım orada duruyor.</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># -pi&#39;den +2pi&#39;ye:</span>
<span class="o">-</span><span class="nb">pi</span><span class="p">:</span><span class="mi">2</span><span class="o">*</span><span class="nb">pi</span>
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<pre>ans =

 Columns 1 through 8:

   -3.1416   -2.1416   -1.1416   -0.1416    0.8584    1.8584    2.8584    3.8584

 Columns 9 and 10:

    4.8584    5.8584

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<p>Tabii ki birer birer arttırmak yaygın olsa da, genel bir tercih olmamalı. Diyelim ki, 10'dan geriye birer birer saymak istiyoruz, ya da 3.1'den 4.0'a 0.1 adımlarla saymak istiyoruz... Bu durumda devreye, aralık operatörünün 3. parametresi olarak adım parametresi girer. Adım parametresi, başlangıç ve bitiş sınırlarının arasına yazılır:
<code>başlangıç:adım:bitiş</code> şeklinde:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 10&#39;dan 0&#39;a geri geri sayalım:</span>
<span class="mi">10</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">:</span><span class="mi">0</span>
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<pre>ans =

   10    9    8    7    6    5    4    3    2    1    0

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 3.1&#39;den 4.0&#39;a, 0.1&#39;lik adımlarla sayalım:</span>
<span class="mf">3.1</span><span class="p">:</span><span class="mf">0.1</span><span class="p">:</span><span class="mf">4.0</span>
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<pre>ans =

 Columns 1 through 8:

    3.1000    3.2000    3.3000    3.4000    3.5000    3.6000    3.7000    3.8000

 Columns 9 and 10:

    3.9000    4.0000

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<p>Aralık operatörlerini birbirleriyle köşeli parantezler ([] - yani sayı dizileri içerisinde) birleştirebiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="p">[</span><span class="o">-</span><span class="mi">10</span><span class="p">:</span><span class="o">-</span><span class="mi">7</span><span class="p">,</span> <span class="mi">5</span><span class="p">:</span><span class="o">-</span><span class="mi">2</span><span class="p">:</span><span class="mi">1</span><span class="p">,</span> <span class="mi">6</span><span class="p">:</span><span class="mi">9</span><span class="p">]</span>
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<pre>ans =

  -10   -9   -8   -7    5    3    1    6    7    8    9

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<p>Bu yeni öğrendiğimiz aralık operatörünü kullanarak, elemanları 1'den 42'e olan 7x6'lık (yani 7 satırlı ve 6 sütunlu) bir matris tanımlayalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">N</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="mi">6</span><span class="p">;</span><span class="mi">7</span><span class="p">:</span><span class="mi">12</span><span class="p">;</span><span class="mi">13</span><span class="p">:</span><span class="mi">18</span><span class="p">;</span><span class="mi">19</span><span class="p">:</span><span class="mi">24</span><span class="p">;</span><span class="mi">25</span><span class="p">:</span><span class="mi">30</span><span class="p">;</span><span class="mi">31</span><span class="p">:</span><span class="mi">36</span><span class="p">;</span><span class="mi">37</span><span class="p">:</span><span class="mi">42</span><span class="p">]</span>
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<pre>N =

    1    2    3    4    5    6
    7    8    9   10   11   12
   13   14   15   16   17   18
   19   20   21   22   23   24
   25   26   27   28   29   30
   31   32   33   34   35   36
   37   38   39   40   41   42

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># 1., 3. ve 5. satırlarını çağıralım:</span>
<span class="n">N</span><span class="p">(</span><span class="mi">1</span><span class="p">:</span><span class="mi">2</span><span class="p">:</span><span class="mi">5</span><span class="p">,[</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">6</span><span class="p">])</span>
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<pre>ans =

    1    2    3    4    5    6
   13   14   15   16   17   18
   25   26   27   28   29   30

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<p>satır kısmı tamam da, sütun kısmına öyle tek tek hepsini girmek biraz kabaca oldu, daha iyi şekilde yapamaz mıyız?</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Daha güzel bir şekilde 1., 3. ve 5. satırlarını çağıralım:</span>
<span class="n">N</span><span class="p">(</span><span class="mi">1</span><span class="p">:</span><span class="mi">2</span><span class="p">:</span><span class="mi">5</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="mi">6</span><span class="p">)</span>
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<pre>ans =

    1    2    3    4    5    6
   13   14   15   16   17   18
   25   26   27   28   29   30

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<p>Bu sefer gayet şık oldu. Buna ek olarak, eğer aralığımız "hepsi" ise, o zaman sadece ":" yazmamız yeterli olur (satır kısmına yazarsak "tüm satırlar", sütun kısmına yazarsak da "tüm sütunlar" anlamına gelir):</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># En şık şekilde 1., 3. ve 5. satırlarını çağıralım:</span>
<span class="n">N</span><span class="p">(</span><span class="mi">1</span><span class="p">:</span><span class="mi">2</span><span class="p">:</span><span class="mi">5</span><span class="p">,:)</span>
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<pre>ans =

    1    2    3    4    5    6
   13   14   15   16   17   18
   25   26   27   28   29   30

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># (Bütun satırların) 2., 5. ve 6. sütunlarını çağıralım:</span>
<span class="n">N</span><span class="p">(:,[</span><span class="mi">2</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">6</span><span class="p">])</span>
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<pre>ans =

    2    5    6
    8   11   12
   14   17   18
   20   23   24
   26   29   30
   32   35   36
   38   41   42

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<p>Tıpkı vektörlerde olduğu gibi, matrislerde de çağırdığımız kısma dilersek yeni bir değer atayabiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">N</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span><span class="mi">7</span><span class="p">],[</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">6</span><span class="p">])</span> <span class="p">=</span> <span class="o">-</span><span class="mi">999</span>
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<pre>N =

  -999  -999     3     4  -999  -999
     7     8     9    10    11    12
    13    14    15    16    17    18
    19    20    21    22    23    24
    25    26    27    28    29    30
    31    32    33    34    35    36
  -999  -999    39    40  -999  -999

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<h2 id="Matris-&#304;&#351;lemleri">Matris &#304;&#351;lemleri<a class="anchor-link" href="#Matris-&#304;&#351;lemleri">&#182;</a></h2><p>Matrisin elemanlarına nasıl ulaşıp, nasıl değiştirebileceğimizi gördüğümüze göre, temel matris işlemlerine geçebiliriz.</p>
<h3 id="Devrik-matrisler">Devrik matrisler<a class="anchor-link" href="#Devrik-matrisler">&#182;</a></h3><p>Bir matrisi devirmek (<em>transpose'unu almak</em>), tıpkı vektörleri devirmeye benzer:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">M</span> <span class="p">=</span> <span class="p">[</span><span class="mi">11</span> <span class="mi">12</span> <span class="mi">13</span><span class="p">;</span> <span class="mi">21</span> <span class="mi">22</span> <span class="mi">23</span><span class="p">]</span>
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<pre>M =

   11   12   13
   21   22   23

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<div class=" highlight hl-octave"><pre><span></span><span class="nb">transpose</span><span class="p">(</span><span class="n">M</span><span class="p">)</span>
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<pre>ans =

   11   21
   12   22
   13   23

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<pre>ans =

   11   21
   12   22
   13   23

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<h3 id="Matrislerin-toplamas&#305;,-&#231;&#305;kar&#305;lmas&#305;">Matrislerin toplamas&#305;, &#231;&#305;kar&#305;lmas&#305;<a class="anchor-link" href="#Matrislerin-toplamas&#305;,-&#231;&#305;kar&#305;lmas&#305;">&#182;</a></h3><p>İki matrisin birbiriyle toplanabilmesi / birbirlerinden çıkarılabilmesi için bariz şekilde aynı boyutlarda olmaları gerekmektedir. Toplama ve çıkarma işlemleri birbirine karşılık gelen elemanlar arasında yapılır. Eğer taraflardan biri skaler ise, otomatik olarak matrisin her bir elemanıyla işleme girer.</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">K</span> <span class="p">=</span> <span class="p">[</span><span class="o">-</span><span class="mi">3</span><span class="p">:</span><span class="mi">3</span><span class="p">;</span><span class="o">-</span><span class="mi">2</span><span class="p">:</span><span class="mi">4</span><span class="p">;</span><span class="o">-</span><span class="mi">1</span><span class="p">:</span><span class="mi">5</span><span class="p">]</span>
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<pre>K =

  -3  -2  -1   0   1   2   3
  -2  -1   0   1   2   3   4
  -1   0   1   2   3   4   5

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<div class=" highlight hl-octave"><pre><span></span><span class="n">L</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">;</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">;</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">]</span>
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<pre>L =

   1   1   1   1   1   1   1
   1   1   1   1   1   1   1
   1   1   1   1   1   1   1

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<div class=" highlight hl-octave"><pre><span></span><span class="n">K</span><span class="o">+</span><span class="n">L</span>
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<pre>ans =

  -2  -1   0   1   2   3   4
  -1   0   1   2   3   4   5
   0   1   2   3   4   5   6

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<div class=" highlight hl-octave"><pre><span></span><span class="n">K</span><span class="o">-</span><span class="n">L</span>
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<pre>ans =

  -4  -3  -2  -1   0   1   2
  -3  -2  -1   0   1   2   3
  -2  -1   0   1   2   3   4

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<div class=" highlight hl-octave"><pre><span></span><span class="mi">3</span> <span class="o">+</span> <span class="n">K</span>
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<pre>ans =

   0   1   2   3   4   5   6
   1   2   3   4   5   6   7
   2   3   4   5   6   7   8

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<div class=" highlight hl-octave"><pre><span></span><span class="mi">8</span> <span class="o">-</span> <span class="n">L</span>
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<pre>ans =

   7   7   7   7   7   7   7
   7   7   7   7   7   7   7
   7   7   7   7   7   7   7

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<h2 id="&#214;zel-Matrisler--(S&#305;f&#305;r,-Bir,-Birim)">&#214;zel Matrisler  (S&#305;f&#305;r, Bir, Birim)<a class="anchor-link" href="#&#214;zel-Matrisler--(S&#305;f&#305;r,-Bir,-Birim)">&#182;</a></h2><p>Üstteki L matrisi gibi her seferinde uzun uzadıya yazmayalım diye, birkaç özel matris hazırda tanımlanmıştır. Bunlar:</p>
<ul>
<li>Sıfırlardan oluşan <code>zeros</code> matrisi</li>
<li>Birlerden oluşan <code>ones</code> matrisi</li>
<li>Köşegenlerinde birlerin olduğu, <code>eye</code> birim matrisi</li>
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<div class=" highlight hl-octave"><pre><span></span><span class="n">Z</span> <span class="p">=</span> <span class="nb">zeros</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">5</span><span class="p">)</span>
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<pre>Z =

   0   0   0   0   0
   0   0   0   0   0
   0   0   0   0   0

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<div class=" highlight hl-octave"><pre><span></span><span class="n">M1</span> <span class="p">=</span> <span class="nb">ones</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">5</span><span class="p">)</span>
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<pre>M1 =

   1   1   1   1   1
   1   1   1   1   1
   1   1   1   1   1

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<div class=" highlight hl-octave"><pre><span></span><span class="no">I</span> <span class="p">=</span> <span class="nb">eye</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">3</span><span class="p">)</span>
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<pre>I =

Diagonal Matrix

   1   0   0
   0   1   0
   0   0   1

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<h3 id="Matrislerin-&#231;arp&#305;lmas&#305;">Matrislerin &#231;arp&#305;lmas&#305;<a class="anchor-link" href="#Matrislerin-&#231;arp&#305;lmas&#305;">&#182;</a></h3><p>Matrisler de, tıpkı vektörler gibi, farklı türden çarpma işlemlerine girerler:</p>
<ul>
<li>Skaler-matris çarpımı</li>
<li>Matris-matris çarpımı</li>
<li>İki matrisin eleman bazında çarpımı</li>
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<h4 id="Skaler-matris-&#231;arp&#305;m&#305;">Skaler-matris &#231;arp&#305;m&#305;<a class="anchor-link" href="#Skaler-matris-&#231;arp&#305;m&#305;">&#182;</a></h4><p>Bir matris skalerle çarpıldığında, her bir elemanı o skalerle çarpılır.</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="c"># Örneğin, her bir elemanı 5 olan 3x7&#39;lik bir matris tanımlayalım:</span>
<span class="n">M5</span> <span class="p">=</span> <span class="mi">5</span><span class="o">*</span><span class="nb">ones</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">7</span><span class="p">)</span>
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<pre>M5 =

   5   5   5   5   5   5   5
   5   5   5   5   5   5   5
   5   5   5   5   5   5   5

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<h4 id="Matris-matris-&#231;arp&#305;m&#305;">Matris-matris &#231;arp&#305;m&#305;<a class="anchor-link" href="#Matris-matris-&#231;arp&#305;m&#305;">&#182;</a></h4><p>İki matrisin birbirleri ile çarpılabilmesi için, sol taraftaki matrisin sütun sayısının, sağ taraftaki matrisin satır sayısına eşit olması gerekmektedir. Sonuç matrisinin satır sayısı sol matrisinkine; sütun sayısı da sağ matrisinkine eşit olur:</p>

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$$A_{(m\times n)}\cdot B_{(n\times k)}=C_{(m\times k)}$$
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<p>Çarpımda, sol matrisin satırları ile sağ matrisin sütunlarının kesiştiği hücrenin sonuç matrisindeki değeri, karşılıklı elemanların sıralı çarpımlarının toplanmasıyla bulunur (böyle resmi yazınca karmaşık, ciddi bir şey gibi oldu ama aslında gayet basit ve doğrudan, şöyle ki):</p>
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" alt="Matrix_multiplication_diagram.svg"><br>
<a href="https://www.wikiwand.com/en/Matrix_multiplication">Kaynak: Wikiwand</a></p>
$$\overset{4\times 2 \text{ matris}}{\begin{bmatrix}
{a_{11}} &amp; {a_{12}} \\
\cdot &amp; \cdot \\
{a_{31}} &amp; {a_{32}} \\
\cdot &amp; \cdot \\
\end{bmatrix}}_{(4\times 2)}
\overset{2\times 3\text{ matris}}{\begin{bmatrix}
\cdot &amp; {b_{12}} &amp; {b_{13}} \\
\cdot &amp; {b_{22}} &amp; {b_{23}} \\
\end{bmatrix}}_{(2\times 3)}= = \overset{4\times 3\text{ matris}}{\begin{bmatrix}
\cdot &amp; c_{12} &amp; c_{13} \\
\cdot &amp; \cdot &amp; \cdot \\
\cdot &amp; c_{32} &amp; c_{33} \\
\cdot &amp; \cdot &amp; \cdot \\
\end{bmatrix}}_{(4\times 3)}
$$<p>Şekilde daire ile işaretlenmiş $c_{12}$ ve $c_{33}$ elemanlarının değeri:</p>
$$\begin{align}
c_{12} &amp; = {{a_{11}}}{{b_{12}}} + {{a_{12}}}{{b_{22}}} \\
c_{33} &amp; = {{a_{31}}}{{b_{13}}} + {{a_{32}}}{{b_{23}}}
\end{align}$$<p>şeklinde hesaplanır.</p>

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<p><strong>Örnek:</strong>
$$A=\begin{bmatrix}1 &amp; 2 &amp; 3\\4 &amp; 5 &amp; 6\end{bmatrix}_{(2\times 3)},\;B=\begin{bmatrix}7 &amp; 8\\9 &amp; 10\\ 11&amp;12\end{bmatrix}_{(3\times 2)}\rightarrow C=A\cdot B=?$$</p>

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<p>Daha hiçbir işlem yapmadan, $C$ sonuç matrisinin $(2\times 2)$lik bir matris olacağını görebiliriz. Bu $C$ matrisinin üst-sol elemanı, $A$'nın üst satırı ile $B$'nin sol sütununun kesişmesine karşılık geldiğinden:
$$\begin{align*}c_{11} &amp;= a_{11} b_{11} + a_{12} b_{21} + a_{31} b_{13}\\
&amp;=1\times7+2\times9+3\times11 = 7+18+33\\
&amp;=58\end{align*}$$</p>
<p>olarak bulunur. Geriye kalan diğer 3 elemanı da benzer şekilde kesişimlerden hesaplarız:</p>
<ul>
<li>$c_{12}$ (üst-sağ): $A$'nın üst satırı ile $B$'nin sağ sütunu</li>
<li>$c_{21}$ (alt-sol): $A$'nın alt satırı ile $B$'nin sol sütunu</li>
<li>$c_{22}$ (alt-sağ): $A$'nın alt satırı ile $B$'nin sağ sütunu</li>
</ul>
<p>Octave'da ise doğrudan çarpım operatörü ile iki matrisi çarpabiliriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="mi">3</span><span class="p">;</span><span class="mi">4</span><span class="p">:</span><span class="mi">6</span><span class="p">]</span>
<span class="n">B</span> <span class="p">=</span> <span class="p">[</span><span class="mi">7</span><span class="p">,</span><span class="mi">8</span><span class="p">;</span><span class="mi">9</span><span class="p">,</span><span class="mi">10</span><span class="p">;</span><span class="mi">11</span><span class="p">,</span><span class="mi">12</span><span class="p">]</span>
<span class="n">C</span> <span class="p">=</span> <span class="n">A</span> <span class="o">*</span> <span class="n">B</span>
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<pre>A =

   1   2   3
   4   5   6

B =

    7    8
    9   10
   11   12

C =

    58    64
   139   154

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<h4 id="&#304;ki-matrisin-eleman-baz&#305;nda-&#231;arp&#305;m&#305;">&#304;ki matrisin eleman baz&#305;nda &#231;arp&#305;m&#305;<a class="anchor-link" href="#&#304;ki-matrisin-eleman-baz&#305;nda-&#231;arp&#305;m&#305;">&#182;</a></h4><p>Bazen de, iki matrisi toplamada olduğu gibi, eleman bazında çarpmak isteriz (bunun için tabii ki ikisinin de boyutlarının aynı olması gerekmektedir). İşlemin eleman bazında olacağını belirtmek için, işleme dair operatörün başına nokta (.) koyarız.</p>
<p>Bir A matrisini kendisi ile çarpmak istediğimizi düşünelim (yani karesini almak istediğimizi). Bu durumda ya <code>A*A</code> yazarız, ya da <code>A**2</code>. Örnek üzerinden gidersek:</p>
$$ A=\begin{bmatrix}1 &amp; 2 \\ 3&amp; 4\end{bmatrix}$$<p>şeklinde $(2\times 2)$lik bir matris olsun. Bu durumda:<br>
$$A^2 = A\cdot A = \begin{bmatrix}1 &amp; 2 \\ 3&amp; 4\end{bmatrix}\cdot \begin{bmatrix}1 &amp; 2 \\ 3&amp; 4\end{bmatrix}$$
olarak yazılır, bu da, bir önceki bölümde gördüğümüz üzere:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span> <span class="mi">2</span><span class="p">;</span> <span class="mi">3</span> <span class="mi">4</span><span class="p">];</span>
<span class="n">A</span><span class="o">*</span><span class="n">A</span>
<span class="n">A</span><span class="o">**</span><span class="mi">2</span>
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<pre>ans =

    7   10
   15   22

ans =

    7   10
   15   22

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<p>olarak bulunur. Bazı durumlarda biz eleman bazlı çarpım yapmak istiyoruz (yani 1'leri birbirleriyle, 2'leri birbirleriyle, kısaca her elemanın karesini almak istiyoruz). Bu derdimizi, işlem operatöründen önce "." koyarak Octave'a iletiriz:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span><span class="o">.*</span><span class="n">A</span>
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<pre>ans =

    1    4
    9   16

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span><span class="o">.**</span><span class="mi">2</span>
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<pre>ans =

    1    4
    9   16

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<p>... gibi. 8)</p>

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<h3 id="Matrisin-Tersi">Matrisin Tersi<a class="anchor-link" href="#Matrisin-Tersi">&#182;</a></h3><p>Matrislerde bölme işlemi bulunmadığından, sadeleştirme işlemleri "bölerek" yapılamaz. Onun yerine, bir matrisle çarpıldığında, sonucun çarpmaya göre etkisiz eleman olan <em>birim matris</em> olduğu özel matrisleri kullanırız. Bu matrislere ilgili matrisin ters matrisi denir. Normalde hesaplaması biraz (epey) karışık olabilir ama neyse ki Octave'da bunun için <code>inv</code> komutu vardır.</p>

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$$A^{-1}\cdot A = A\cdot A^{-1} = \mathbb{1}$$
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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span>
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<pre>A =

   1   2
   3   4

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<div class=" highlight hl-octave"><pre><span></span><span class="n">Ai</span> <span class="p">=</span> <span class="nb">inv</span><span class="p">(</span><span class="n">A</span><span class="p">)</span>
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<pre>Ai =

  -2.00000   1.00000
   1.50000  -0.50000

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="o">*</span> <span class="n">Ai</span>
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<pre>ans =

   1.00000   0.00000
   0.00000   1.00000

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<div class=" highlight hl-octave"><pre><span></span><span class="n">Ai</span> <span class="o">*</span> <span class="n">A</span>
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<pre>ans =

   1.00000   0.00000
   0.00000   1.00000

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<p>%%\usepackage{cancel}</p>

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<h4 id="Uygulama:-Denklem-&#231;&#246;z&#252;m&#252;">Uygulama: Denklem &#231;&#246;z&#252;m&#252;<a class="anchor-link" href="#Uygulama:-Denklem-&#231;&#246;z&#252;m&#252;">&#182;</a></h4><p>Elimizde şöyle bir denklem olsun:
$$\begin{gather*}3x+5y = 1\\
x-y=3\end{gather*}$$</p>
<p>(evet, bildiğimiz 2 bilinmeyenli, iki denklem ;)</p>
<p>Normalde bunun 1 bilinmeyenli hali olsaydı, mesela:</p>
$$ 5z = 20$$<p>gibi bir denklem, yapacağımız iş basitti: iki tarafı da 5'e bölerdik, sol tarafta 5'ler sadeleşir, 1 olur, sağ tarafta da 4 kalırdı, böylelikle çat diye $\boxed{z=4}$ yazardık:<br>
$\require{cancel}$
$$\frac{\cancel{5}z}{\cancel{5}} = \frac{\cancelto{4}{20}}{\cancel{5}}$$</p>
<p>Ama aslında yaptığımız şey bambaşka (ortaokula giden biri görse aynı şey olduğunu iddia edecek olsa da... 8): eşitliğin iki tarafını da, soldan, 5'in çarpmaya göre tersi olan $\frac{1}{5}$ ile çarpıyoruz.</p>
$$\frac{1}{\cancel{5}}.\cancel{5}z = \frac{1}{\cancel{5}}.\cancelto{4}{20}$$<p>(Elimizde skalerler olduğundan) matematiksel açıdan birbirine tamamıyla eşdeğer iki sadeleştirmenin "yorum" açısından farkını anlamaya çalışın, benim vaktim var, beklerim...</p>
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Düşünüp kavradıysanız, devam edelim: bu bölümün başındaki iki bilinmeyenli iki denklemimizi bir daha yazalım:</p>
$$\begin{gather*}3x+5y = 1\\
x-y=3\end{gather*}$$<p>Bunu matris çarpımı şeklinde yazabiliriz (çarpan matris $(2\times 2)$lik, çarpılan ve sonuç matrisleri $(2\times 1)$lik, yani aslında sütun vektörleri:</p>
$$\begin{pmatrix}3&amp;5\\1 &amp;-1\end{pmatrix}_{(2\times 2)}\cdot\begin{pmatrix}x\\y\end{pmatrix}_{(2\times 1)} = \begin{pmatrix}1\\3\end{pmatrix}_{(2\times 1)}$$<p>Çarpmayı yapıp, gerçekten de iki denklemi elde ediyor olduğumuzu doğrulamanızı çok tavsiye ederim.</p>

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<p>Gördüğümüz şey, tam olarak $$A\cdot x = b$$ şeklinde bir eşitlik: $x$ ve $b$ iki boyutlu sütun vektörler, $A$ da $(2\times 2)$lik bir matris. O halde bu eşitliğin iki tarafını da soldan, $A^{-1}$ ile çarparsak, sol tarafta $\begin{pmatrix}x\\y\end{pmatrix}$ vektörü, sağ tarafta da $A^{-1}\cdot b$ vektörü kalır, yani şöyle bir şey:</p>

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$$\begin{gather*}A\cdot x = b\\
\underbrace{A^{-1}\cdot A}_{\mathbb{1}} \cdot x = A^{-1}\cdot b\\
\boxed{x = A^{-1}\cdot b}
\end{gather*}$$
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<p>Bu kadar laf salatası gözünüzü korkutmasın, Octave'da iki adımlık iş, haydi yapalım!</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">A</span> <span class="p">=</span> <span class="p">[</span><span class="mi">3</span> <span class="mi">5</span><span class="p">;</span> <span class="mi">1</span> <span class="o">-</span><span class="mi">1</span><span class="p">]</span>
<span class="n">b</span> <span class="p">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">;</span> <span class="mi">3</span><span class="p">]</span>
<span class="n">Ai</span> <span class="p">=</span> <span class="nb">inv</span><span class="p">(</span><span class="n">A</span><span class="p">)</span>
<span class="n">xy</span> <span class="p">=</span> <span class="nb">inv</span><span class="p">(</span><span class="n">A</span><span class="p">)</span><span class="o">*</span><span class="n">b</span>
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<pre>A =

   3   5
   1  -1

b =

   1
   3

Ai =

   0.12500   0.62500
   0.12500  -0.37500

xy =

   2
  -1

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<p>Demek ki $x=2$, $y=-1$ imiş, kontrol edelim bakalım:</p>

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<div class=" highlight hl-octave"><pre><span></span><span class="n">x</span><span class="p">=</span><span class="mi">2</span><span class="p">;</span><span class="n">y</span><span class="p">=</span><span class="o">-</span><span class="mi">1</span><span class="p">;</span>
<span class="mi">3</span><span class="o">*</span><span class="n">x</span><span class="o">+</span><span class="mi">5</span><span class="o">*</span><span class="n">y</span>
<span class="n">x</span><span class="o">-</span><span class="n">y</span>
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<pre>ans =  1
ans =  3
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<p>... işlem tamamdır! 8)</p>

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