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14782 lines
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14782 lines
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|
|
content: "\e078";
|
|
}
|
|
.glyphicon-chevron-left:before {
|
|
content: "\e079";
|
|
}
|
|
.glyphicon-chevron-right:before {
|
|
content: "\e080";
|
|
}
|
|
.glyphicon-plus-sign:before {
|
|
content: "\e081";
|
|
}
|
|
.glyphicon-minus-sign:before {
|
|
content: "\e082";
|
|
}
|
|
.glyphicon-remove-sign:before {
|
|
content: "\e083";
|
|
}
|
|
.glyphicon-ok-sign:before {
|
|
content: "\e084";
|
|
}
|
|
.glyphicon-question-sign:before {
|
|
content: "\e085";
|
|
}
|
|
.glyphicon-info-sign:before {
|
|
content: "\e086";
|
|
}
|
|
.glyphicon-screenshot:before {
|
|
content: "\e087";
|
|
}
|
|
.glyphicon-remove-circle:before {
|
|
content: "\e088";
|
|
}
|
|
.glyphicon-ok-circle:before {
|
|
content: "\e089";
|
|
}
|
|
.glyphicon-ban-circle:before {
|
|
content: "\e090";
|
|
}
|
|
.glyphicon-arrow-left:before {
|
|
content: "\e091";
|
|
}
|
|
.glyphicon-arrow-right:before {
|
|
content: "\e092";
|
|
}
|
|
.glyphicon-arrow-up:before {
|
|
content: "\e093";
|
|
}
|
|
.glyphicon-arrow-down:before {
|
|
content: "\e094";
|
|
}
|
|
.glyphicon-share-alt:before {
|
|
content: "\e095";
|
|
}
|
|
.glyphicon-resize-full:before {
|
|
content: "\e096";
|
|
}
|
|
.glyphicon-resize-small:before {
|
|
content: "\e097";
|
|
}
|
|
.glyphicon-exclamation-sign:before {
|
|
content: "\e101";
|
|
}
|
|
.glyphicon-gift:before {
|
|
content: "\e102";
|
|
}
|
|
.glyphicon-leaf:before {
|
|
content: "\e103";
|
|
}
|
|
.glyphicon-fire:before {
|
|
content: "\e104";
|
|
}
|
|
.glyphicon-eye-open:before {
|
|
content: "\e105";
|
|
}
|
|
.glyphicon-eye-close:before {
|
|
content: "\e106";
|
|
}
|
|
.glyphicon-warning-sign:before {
|
|
content: "\e107";
|
|
}
|
|
.glyphicon-plane:before {
|
|
content: "\e108";
|
|
}
|
|
.glyphicon-calendar:before {
|
|
content: "\e109";
|
|
}
|
|
.glyphicon-random:before {
|
|
content: "\e110";
|
|
}
|
|
.glyphicon-comment:before {
|
|
content: "\e111";
|
|
}
|
|
.glyphicon-magnet:before {
|
|
content: "\e112";
|
|
}
|
|
.glyphicon-chevron-up:before {
|
|
content: "\e113";
|
|
}
|
|
.glyphicon-chevron-down:before {
|
|
content: "\e114";
|
|
}
|
|
.glyphicon-retweet:before {
|
|
content: "\e115";
|
|
}
|
|
.glyphicon-shopping-cart:before {
|
|
content: "\e116";
|
|
}
|
|
.glyphicon-folder-close:before {
|
|
content: "\e117";
|
|
}
|
|
.glyphicon-folder-open:before {
|
|
content: "\e118";
|
|
}
|
|
.glyphicon-resize-vertical:before {
|
|
content: "\e119";
|
|
}
|
|
.glyphicon-resize-horizontal:before {
|
|
content: "\e120";
|
|
}
|
|
.glyphicon-hdd:before {
|
|
content: "\e121";
|
|
}
|
|
.glyphicon-bullhorn:before {
|
|
content: "\e122";
|
|
}
|
|
.glyphicon-bell:before {
|
|
content: "\e123";
|
|
}
|
|
.glyphicon-certificate:before {
|
|
content: "\e124";
|
|
}
|
|
.glyphicon-thumbs-up:before {
|
|
content: "\e125";
|
|
}
|
|
.glyphicon-thumbs-down:before {
|
|
content: "\e126";
|
|
}
|
|
.glyphicon-hand-right:before {
|
|
content: "\e127";
|
|
}
|
|
.glyphicon-hand-left:before {
|
|
content: "\e128";
|
|
}
|
|
.glyphicon-hand-up:before {
|
|
content: "\e129";
|
|
}
|
|
.glyphicon-hand-down:before {
|
|
content: "\e130";
|
|
}
|
|
.glyphicon-circle-arrow-right:before {
|
|
content: "\e131";
|
|
}
|
|
.glyphicon-circle-arrow-left:before {
|
|
content: "\e132";
|
|
}
|
|
.glyphicon-circle-arrow-up:before {
|
|
content: "\e133";
|
|
}
|
|
.glyphicon-circle-arrow-down:before {
|
|
content: "\e134";
|
|
}
|
|
.glyphicon-globe:before {
|
|
content: "\e135";
|
|
}
|
|
.glyphicon-wrench:before {
|
|
content: "\e136";
|
|
}
|
|
.glyphicon-tasks:before {
|
|
content: "\e137";
|
|
}
|
|
.glyphicon-filter:before {
|
|
content: "\e138";
|
|
}
|
|
.glyphicon-briefcase:before {
|
|
content: "\e139";
|
|
}
|
|
.glyphicon-fullscreen:before {
|
|
content: "\e140";
|
|
}
|
|
.glyphicon-dashboard:before {
|
|
content: "\e141";
|
|
}
|
|
.glyphicon-paperclip:before {
|
|
content: "\e142";
|
|
}
|
|
.glyphicon-heart-empty:before {
|
|
content: "\e143";
|
|
}
|
|
.glyphicon-link:before {
|
|
content: "\e144";
|
|
}
|
|
.glyphicon-phone:before {
|
|
content: "\e145";
|
|
}
|
|
.glyphicon-pushpin:before {
|
|
content: "\e146";
|
|
}
|
|
.glyphicon-usd:before {
|
|
content: "\e148";
|
|
}
|
|
.glyphicon-gbp:before {
|
|
content: "\e149";
|
|
}
|
|
.glyphicon-sort:before {
|
|
content: "\e150";
|
|
}
|
|
.glyphicon-sort-by-alphabet:before {
|
|
content: "\e151";
|
|
}
|
|
.glyphicon-sort-by-alphabet-alt:before {
|
|
content: "\e152";
|
|
}
|
|
.glyphicon-sort-by-order:before {
|
|
content: "\e153";
|
|
}
|
|
.glyphicon-sort-by-order-alt:before {
|
|
content: "\e154";
|
|
}
|
|
.glyphicon-sort-by-attributes:before {
|
|
content: "\e155";
|
|
}
|
|
.glyphicon-sort-by-attributes-alt:before {
|
|
content: "\e156";
|
|
}
|
|
.glyphicon-unchecked:before {
|
|
content: "\e157";
|
|
}
|
|
.glyphicon-expand:before {
|
|
content: "\e158";
|
|
}
|
|
.glyphicon-collapse-down:before {
|
|
content: "\e159";
|
|
}
|
|
.glyphicon-collapse-up:before {
|
|
content: "\e160";
|
|
}
|
|
.glyphicon-log-in:before {
|
|
content: "\e161";
|
|
}
|
|
.glyphicon-flash:before {
|
|
content: "\e162";
|
|
}
|
|
.glyphicon-log-out:before {
|
|
content: "\e163";
|
|
}
|
|
.glyphicon-new-window:before {
|
|
content: "\e164";
|
|
}
|
|
.glyphicon-record:before {
|
|
content: "\e165";
|
|
}
|
|
.glyphicon-save:before {
|
|
content: "\e166";
|
|
}
|
|
.glyphicon-open:before {
|
|
content: "\e167";
|
|
}
|
|
.glyphicon-saved:before {
|
|
content: "\e168";
|
|
}
|
|
.glyphicon-import:before {
|
|
content: "\e169";
|
|
}
|
|
.glyphicon-export:before {
|
|
content: "\e170";
|
|
}
|
|
.glyphicon-send:before {
|
|
content: "\e171";
|
|
}
|
|
.glyphicon-floppy-disk:before {
|
|
content: "\e172";
|
|
}
|
|
.glyphicon-floppy-saved:before {
|
|
content: "\e173";
|
|
}
|
|
.glyphicon-floppy-remove:before {
|
|
content: "\e174";
|
|
}
|
|
.glyphicon-floppy-save:before {
|
|
content: "\e175";
|
|
}
|
|
.glyphicon-floppy-open:before {
|
|
content: "\e176";
|
|
}
|
|
.glyphicon-credit-card:before {
|
|
content: "\e177";
|
|
}
|
|
.glyphicon-transfer:before {
|
|
content: "\e178";
|
|
}
|
|
.glyphicon-cutlery:before {
|
|
content: "\e179";
|
|
}
|
|
.glyphicon-header:before {
|
|
content: "\e180";
|
|
}
|
|
.glyphicon-compressed:before {
|
|
content: "\e181";
|
|
}
|
|
.glyphicon-earphone:before {
|
|
content: "\e182";
|
|
}
|
|
.glyphicon-phone-alt:before {
|
|
content: "\e183";
|
|
}
|
|
.glyphicon-tower:before {
|
|
content: "\e184";
|
|
}
|
|
.glyphicon-stats:before {
|
|
content: "\e185";
|
|
}
|
|
.glyphicon-sd-video:before {
|
|
content: "\e186";
|
|
}
|
|
.glyphicon-hd-video:before {
|
|
content: "\e187";
|
|
}
|
|
.glyphicon-subtitles:before {
|
|
content: "\e188";
|
|
}
|
|
.glyphicon-sound-stereo:before {
|
|
content: "\e189";
|
|
}
|
|
.glyphicon-sound-dolby:before {
|
|
content: "\e190";
|
|
}
|
|
.glyphicon-sound-5-1:before {
|
|
content: "\e191";
|
|
}
|
|
.glyphicon-sound-6-1:before {
|
|
content: "\e192";
|
|
}
|
|
.glyphicon-sound-7-1:before {
|
|
content: "\e193";
|
|
}
|
|
.glyphicon-copyright-mark:before {
|
|
content: "\e194";
|
|
}
|
|
.glyphicon-registration-mark:before {
|
|
content: "\e195";
|
|
}
|
|
.glyphicon-cloud-download:before {
|
|
content: "\e197";
|
|
}
|
|
.glyphicon-cloud-upload:before {
|
|
content: "\e198";
|
|
}
|
|
.glyphicon-tree-conifer:before {
|
|
content: "\e199";
|
|
}
|
|
.glyphicon-tree-deciduous:before {
|
|
content: "\e200";
|
|
}
|
|
.glyphicon-cd:before {
|
|
content: "\e201";
|
|
}
|
|
.glyphicon-save-file:before {
|
|
content: "\e202";
|
|
}
|
|
.glyphicon-open-file:before {
|
|
content: "\e203";
|
|
}
|
|
.glyphicon-level-up:before {
|
|
content: "\e204";
|
|
}
|
|
.glyphicon-copy:before {
|
|
content: "\e205";
|
|
}
|
|
.glyphicon-paste:before {
|
|
content: "\e206";
|
|
}
|
|
.glyphicon-alert:before {
|
|
content: "\e209";
|
|
}
|
|
.glyphicon-equalizer:before {
|
|
content: "\e210";
|
|
}
|
|
.glyphicon-king:before {
|
|
content: "\e211";
|
|
}
|
|
.glyphicon-queen:before {
|
|
content: "\e212";
|
|
}
|
|
.glyphicon-pawn:before {
|
|
content: "\e213";
|
|
}
|
|
.glyphicon-bishop:before {
|
|
content: "\e214";
|
|
}
|
|
.glyphicon-knight:before {
|
|
content: "\e215";
|
|
}
|
|
.glyphicon-baby-formula:before {
|
|
content: "\e216";
|
|
}
|
|
.glyphicon-tent:before {
|
|
content: "\26fa";
|
|
}
|
|
.glyphicon-blackboard:before {
|
|
content: "\e218";
|
|
}
|
|
.glyphicon-bed:before {
|
|
content: "\e219";
|
|
}
|
|
.glyphicon-apple:before {
|
|
content: "\f8ff";
|
|
}
|
|
.glyphicon-erase:before {
|
|
content: "\e221";
|
|
}
|
|
.glyphicon-hourglass:before {
|
|
content: "\231b";
|
|
}
|
|
.glyphicon-lamp:before {
|
|
content: "\e223";
|
|
}
|
|
.glyphicon-duplicate:before {
|
|
content: "\e224";
|
|
}
|
|
.glyphicon-piggy-bank:before {
|
|
content: "\e225";
|
|
}
|
|
.glyphicon-scissors:before {
|
|
content: "\e226";
|
|
}
|
|
.glyphicon-bitcoin:before {
|
|
content: "\e227";
|
|
}
|
|
.glyphicon-btc:before {
|
|
content: "\e227";
|
|
}
|
|
.glyphicon-xbt:before {
|
|
content: "\e227";
|
|
}
|
|
.glyphicon-yen:before {
|
|
content: "\00a5";
|
|
}
|
|
.glyphicon-jpy:before {
|
|
content: "\00a5";
|
|
}
|
|
.glyphicon-ruble:before {
|
|
content: "\20bd";
|
|
}
|
|
.glyphicon-rub:before {
|
|
content: "\20bd";
|
|
}
|
|
.glyphicon-scale:before {
|
|
content: "\e230";
|
|
}
|
|
.glyphicon-ice-lolly:before {
|
|
content: "\e231";
|
|
}
|
|
.glyphicon-ice-lolly-tasted:before {
|
|
content: "\e232";
|
|
}
|
|
.glyphicon-education:before {
|
|
content: "\e233";
|
|
}
|
|
.glyphicon-option-horizontal:before {
|
|
content: "\e234";
|
|
}
|
|
.glyphicon-option-vertical:before {
|
|
content: "\e235";
|
|
}
|
|
.glyphicon-menu-hamburger:before {
|
|
content: "\e236";
|
|
}
|
|
.glyphicon-modal-window:before {
|
|
content: "\e237";
|
|
}
|
|
.glyphicon-oil:before {
|
|
content: "\e238";
|
|
}
|
|
.glyphicon-grain:before {
|
|
content: "\e239";
|
|
}
|
|
.glyphicon-sunglasses:before {
|
|
content: "\e240";
|
|
}
|
|
.glyphicon-text-size:before {
|
|
content: "\e241";
|
|
}
|
|
.glyphicon-text-color:before {
|
|
content: "\e242";
|
|
}
|
|
.glyphicon-text-background:before {
|
|
content: "\e243";
|
|
}
|
|
.glyphicon-object-align-top:before {
|
|
content: "\e244";
|
|
}
|
|
.glyphicon-object-align-bottom:before {
|
|
content: "\e245";
|
|
}
|
|
.glyphicon-object-align-horizontal:before {
|
|
content: "\e246";
|
|
}
|
|
.glyphicon-object-align-left:before {
|
|
content: "\e247";
|
|
}
|
|
.glyphicon-object-align-vertical:before {
|
|
content: "\e248";
|
|
}
|
|
.glyphicon-object-align-right:before {
|
|
content: "\e249";
|
|
}
|
|
.glyphicon-triangle-right:before {
|
|
content: "\e250";
|
|
}
|
|
.glyphicon-triangle-left:before {
|
|
content: "\e251";
|
|
}
|
|
.glyphicon-triangle-bottom:before {
|
|
content: "\e252";
|
|
}
|
|
.glyphicon-triangle-top:before {
|
|
content: "\e253";
|
|
}
|
|
.glyphicon-console:before {
|
|
content: "\e254";
|
|
}
|
|
.glyphicon-superscript:before {
|
|
content: "\e255";
|
|
}
|
|
.glyphicon-subscript:before {
|
|
content: "\e256";
|
|
}
|
|
.glyphicon-menu-left:before {
|
|
content: "\e257";
|
|
}
|
|
.glyphicon-menu-right:before {
|
|
content: "\e258";
|
|
}
|
|
.glyphicon-menu-down:before {
|
|
content: "\e259";
|
|
}
|
|
.glyphicon-menu-up:before {
|
|
content: "\e260";
|
|
}
|
|
* {
|
|
-webkit-box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
box-sizing: border-box;
|
|
}
|
|
*:before,
|
|
*:after {
|
|
-webkit-box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
box-sizing: border-box;
|
|
}
|
|
html {
|
|
font-size: 10px;
|
|
-webkit-tap-highlight-color: rgba(0, 0, 0, 0);
|
|
}
|
|
body {
|
|
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
|
|
font-size: 13px;
|
|
line-height: 1.42857143;
|
|
color: #000;
|
|
background-color: #fff;
|
|
}
|
|
input,
|
|
button,
|
|
select,
|
|
textarea {
|
|
font-family: inherit;
|
|
font-size: inherit;
|
|
line-height: inherit;
|
|
}
|
|
a {
|
|
color: #337ab7;
|
|
text-decoration: none;
|
|
}
|
|
a:hover,
|
|
a:focus {
|
|
color: #23527c;
|
|
text-decoration: underline;
|
|
}
|
|
a:focus {
|
|
outline: 5px auto -webkit-focus-ring-color;
|
|
outline-offset: -2px;
|
|
}
|
|
figure {
|
|
margin: 0;
|
|
}
|
|
img {
|
|
vertical-align: middle;
|
|
}
|
|
.img-responsive,
|
|
.thumbnail > img,
|
|
.thumbnail a > img,
|
|
.carousel-inner > .item > img,
|
|
.carousel-inner > .item > a > img {
|
|
display: block;
|
|
max-width: 100%;
|
|
height: auto;
|
|
}
|
|
.img-rounded {
|
|
border-radius: 3px;
|
|
}
|
|
.img-thumbnail {
|
|
padding: 4px;
|
|
line-height: 1.42857143;
|
|
background-color: #fff;
|
|
border: 1px solid #ddd;
|
|
border-radius: 2px;
|
|
-webkit-transition: all 0.2s ease-in-out;
|
|
-o-transition: all 0.2s ease-in-out;
|
|
transition: all 0.2s ease-in-out;
|
|
display: inline-block;
|
|
max-width: 100%;
|
|
height: auto;
|
|
}
|
|
.img-circle {
|
|
border-radius: 50%;
|
|
}
|
|
hr {
|
|
margin-top: 18px;
|
|
margin-bottom: 18px;
|
|
border: 0;
|
|
border-top: 1px solid #eeeeee;
|
|
}
|
|
.sr-only {
|
|
position: absolute;
|
|
width: 1px;
|
|
height: 1px;
|
|
margin: -1px;
|
|
padding: 0;
|
|
overflow: hidden;
|
|
clip: rect(0, 0, 0, 0);
|
|
border: 0;
|
|
}
|
|
.sr-only-focusable:active,
|
|
.sr-only-focusable:focus {
|
|
position: static;
|
|
width: auto;
|
|
height: auto;
|
|
margin: 0;
|
|
overflow: visible;
|
|
clip: auto;
|
|
}
|
|
[role="button"] {
|
|
cursor: pointer;
|
|
}
|
|
h1,
|
|
h2,
|
|
h3,
|
|
h4,
|
|
h5,
|
|
h6,
|
|
.h1,
|
|
.h2,
|
|
.h3,
|
|
.h4,
|
|
.h5,
|
|
.h6 {
|
|
font-family: inherit;
|
|
font-weight: 500;
|
|
line-height: 1.1;
|
|
color: inherit;
|
|
}
|
|
h1 small,
|
|
h2 small,
|
|
h3 small,
|
|
h4 small,
|
|
h5 small,
|
|
h6 small,
|
|
.h1 small,
|
|
.h2 small,
|
|
.h3 small,
|
|
.h4 small,
|
|
.h5 small,
|
|
.h6 small,
|
|
h1 .small,
|
|
h2 .small,
|
|
h3 .small,
|
|
h4 .small,
|
|
h5 .small,
|
|
h6 .small,
|
|
.h1 .small,
|
|
.h2 .small,
|
|
.h3 .small,
|
|
.h4 .small,
|
|
.h5 .small,
|
|
.h6 .small {
|
|
font-weight: normal;
|
|
line-height: 1;
|
|
color: #777777;
|
|
}
|
|
h1,
|
|
.h1,
|
|
h2,
|
|
.h2,
|
|
h3,
|
|
.h3 {
|
|
margin-top: 18px;
|
|
margin-bottom: 9px;
|
|
}
|
|
h1 small,
|
|
.h1 small,
|
|
h2 small,
|
|
.h2 small,
|
|
h3 small,
|
|
.h3 small,
|
|
h1 .small,
|
|
.h1 .small,
|
|
h2 .small,
|
|
.h2 .small,
|
|
h3 .small,
|
|
.h3 .small {
|
|
font-size: 65%;
|
|
}
|
|
h4,
|
|
.h4,
|
|
h5,
|
|
.h5,
|
|
h6,
|
|
.h6 {
|
|
margin-top: 9px;
|
|
margin-bottom: 9px;
|
|
}
|
|
h4 small,
|
|
.h4 small,
|
|
h5 small,
|
|
.h5 small,
|
|
h6 small,
|
|
.h6 small,
|
|
h4 .small,
|
|
.h4 .small,
|
|
h5 .small,
|
|
.h5 .small,
|
|
h6 .small,
|
|
.h6 .small {
|
|
font-size: 75%;
|
|
}
|
|
h1,
|
|
.h1 {
|
|
font-size: 33px;
|
|
}
|
|
h2,
|
|
.h2 {
|
|
font-size: 27px;
|
|
}
|
|
h3,
|
|
.h3 {
|
|
font-size: 23px;
|
|
}
|
|
h4,
|
|
.h4 {
|
|
font-size: 17px;
|
|
}
|
|
h5,
|
|
.h5 {
|
|
font-size: 13px;
|
|
}
|
|
h6,
|
|
.h6 {
|
|
font-size: 12px;
|
|
}
|
|
p {
|
|
margin: 0 0 9px;
|
|
}
|
|
.lead {
|
|
margin-bottom: 18px;
|
|
font-size: 14px;
|
|
font-weight: 300;
|
|
line-height: 1.4;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.lead {
|
|
font-size: 19.5px;
|
|
}
|
|
}
|
|
small,
|
|
.small {
|
|
font-size: 92%;
|
|
}
|
|
mark,
|
|
.mark {
|
|
background-color: #fcf8e3;
|
|
padding: .2em;
|
|
}
|
|
.text-left {
|
|
text-align: left;
|
|
}
|
|
.text-right {
|
|
text-align: right;
|
|
}
|
|
.text-center {
|
|
text-align: center;
|
|
}
|
|
.text-justify {
|
|
text-align: justify;
|
|
}
|
|
.text-nowrap {
|
|
white-space: nowrap;
|
|
}
|
|
.text-lowercase {
|
|
text-transform: lowercase;
|
|
}
|
|
.text-uppercase {
|
|
text-transform: uppercase;
|
|
}
|
|
.text-capitalize {
|
|
text-transform: capitalize;
|
|
}
|
|
.text-muted {
|
|
color: #777777;
|
|
}
|
|
.text-primary {
|
|
color: #337ab7;
|
|
}
|
|
a.text-primary:hover,
|
|
a.text-primary:focus {
|
|
color: #286090;
|
|
}
|
|
.text-success {
|
|
color: #3c763d;
|
|
}
|
|
a.text-success:hover,
|
|
a.text-success:focus {
|
|
color: #2b542c;
|
|
}
|
|
.text-info {
|
|
color: #31708f;
|
|
}
|
|
a.text-info:hover,
|
|
a.text-info:focus {
|
|
color: #245269;
|
|
}
|
|
.text-warning {
|
|
color: #8a6d3b;
|
|
}
|
|
a.text-warning:hover,
|
|
a.text-warning:focus {
|
|
color: #66512c;
|
|
}
|
|
.text-danger {
|
|
color: #a94442;
|
|
}
|
|
a.text-danger:hover,
|
|
a.text-danger:focus {
|
|
color: #843534;
|
|
}
|
|
.bg-primary {
|
|
color: #fff;
|
|
background-color: #337ab7;
|
|
}
|
|
a.bg-primary:hover,
|
|
a.bg-primary:focus {
|
|
background-color: #286090;
|
|
}
|
|
.bg-success {
|
|
background-color: #dff0d8;
|
|
}
|
|
a.bg-success:hover,
|
|
a.bg-success:focus {
|
|
background-color: #c1e2b3;
|
|
}
|
|
.bg-info {
|
|
background-color: #d9edf7;
|
|
}
|
|
a.bg-info:hover,
|
|
a.bg-info:focus {
|
|
background-color: #afd9ee;
|
|
}
|
|
.bg-warning {
|
|
background-color: #fcf8e3;
|
|
}
|
|
a.bg-warning:hover,
|
|
a.bg-warning:focus {
|
|
background-color: #f7ecb5;
|
|
}
|
|
.bg-danger {
|
|
background-color: #f2dede;
|
|
}
|
|
a.bg-danger:hover,
|
|
a.bg-danger:focus {
|
|
background-color: #e4b9b9;
|
|
}
|
|
.page-header {
|
|
padding-bottom: 8px;
|
|
margin: 36px 0 18px;
|
|
border-bottom: 1px solid #eeeeee;
|
|
}
|
|
ul,
|
|
ol {
|
|
margin-top: 0;
|
|
margin-bottom: 9px;
|
|
}
|
|
ul ul,
|
|
ol ul,
|
|
ul ol,
|
|
ol ol {
|
|
margin-bottom: 0;
|
|
}
|
|
.list-unstyled {
|
|
padding-left: 0;
|
|
list-style: none;
|
|
}
|
|
.list-inline {
|
|
padding-left: 0;
|
|
list-style: none;
|
|
margin-left: -5px;
|
|
}
|
|
.list-inline > li {
|
|
display: inline-block;
|
|
padding-left: 5px;
|
|
padding-right: 5px;
|
|
}
|
|
dl {
|
|
margin-top: 0;
|
|
margin-bottom: 18px;
|
|
}
|
|
dt,
|
|
dd {
|
|
line-height: 1.42857143;
|
|
}
|
|
dt {
|
|
font-weight: bold;
|
|
}
|
|
dd {
|
|
margin-left: 0;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.dl-horizontal dt {
|
|
float: left;
|
|
width: 160px;
|
|
clear: left;
|
|
text-align: right;
|
|
overflow: hidden;
|
|
text-overflow: ellipsis;
|
|
white-space: nowrap;
|
|
}
|
|
.dl-horizontal dd {
|
|
margin-left: 180px;
|
|
}
|
|
}
|
|
abbr[title],
|
|
abbr[data-original-title] {
|
|
cursor: help;
|
|
border-bottom: 1px dotted #777777;
|
|
}
|
|
.initialism {
|
|
font-size: 90%;
|
|
text-transform: uppercase;
|
|
}
|
|
blockquote {
|
|
padding: 9px 18px;
|
|
margin: 0 0 18px;
|
|
font-size: inherit;
|
|
border-left: 5px solid #eeeeee;
|
|
}
|
|
blockquote p:last-child,
|
|
blockquote ul:last-child,
|
|
blockquote ol:last-child {
|
|
margin-bottom: 0;
|
|
}
|
|
blockquote footer,
|
|
blockquote small,
|
|
blockquote .small {
|
|
display: block;
|
|
font-size: 80%;
|
|
line-height: 1.42857143;
|
|
color: #777777;
|
|
}
|
|
blockquote footer:before,
|
|
blockquote small:before,
|
|
blockquote .small:before {
|
|
content: '\2014 \00A0';
|
|
}
|
|
.blockquote-reverse,
|
|
blockquote.pull-right {
|
|
padding-right: 15px;
|
|
padding-left: 0;
|
|
border-right: 5px solid #eeeeee;
|
|
border-left: 0;
|
|
text-align: right;
|
|
}
|
|
.blockquote-reverse footer:before,
|
|
blockquote.pull-right footer:before,
|
|
.blockquote-reverse small:before,
|
|
blockquote.pull-right small:before,
|
|
.blockquote-reverse .small:before,
|
|
blockquote.pull-right .small:before {
|
|
content: '';
|
|
}
|
|
.blockquote-reverse footer:after,
|
|
blockquote.pull-right footer:after,
|
|
.blockquote-reverse small:after,
|
|
blockquote.pull-right small:after,
|
|
.blockquote-reverse .small:after,
|
|
blockquote.pull-right .small:after {
|
|
content: '\00A0 \2014';
|
|
}
|
|
address {
|
|
margin-bottom: 18px;
|
|
font-style: normal;
|
|
line-height: 1.42857143;
|
|
}
|
|
code,
|
|
kbd,
|
|
pre,
|
|
samp {
|
|
font-family: monospace;
|
|
}
|
|
code {
|
|
padding: 2px 4px;
|
|
font-size: 90%;
|
|
color: #c7254e;
|
|
background-color: #f9f2f4;
|
|
border-radius: 2px;
|
|
}
|
|
kbd {
|
|
padding: 2px 4px;
|
|
font-size: 90%;
|
|
color: #888;
|
|
background-color: transparent;
|
|
border-radius: 1px;
|
|
box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
|
|
}
|
|
kbd kbd {
|
|
padding: 0;
|
|
font-size: 100%;
|
|
font-weight: bold;
|
|
box-shadow: none;
|
|
}
|
|
pre {
|
|
display: block;
|
|
padding: 8.5px;
|
|
margin: 0 0 9px;
|
|
font-size: 12px;
|
|
line-height: 1.42857143;
|
|
word-break: break-all;
|
|
word-wrap: break-word;
|
|
color: #333333;
|
|
background-color: #f5f5f5;
|
|
border: 1px solid #ccc;
|
|
border-radius: 2px;
|
|
}
|
|
pre code {
|
|
padding: 0;
|
|
font-size: inherit;
|
|
color: inherit;
|
|
white-space: pre-wrap;
|
|
background-color: transparent;
|
|
border-radius: 0;
|
|
}
|
|
.pre-scrollable {
|
|
max-height: 340px;
|
|
overflow-y: scroll;
|
|
}
|
|
.container {
|
|
margin-right: auto;
|
|
margin-left: auto;
|
|
padding-left: 0px;
|
|
padding-right: 0px;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.container {
|
|
width: 768px;
|
|
}
|
|
}
|
|
@media (min-width: 992px) {
|
|
.container {
|
|
width: 940px;
|
|
}
|
|
}
|
|
@media (min-width: 1200px) {
|
|
.container {
|
|
width: 1140px;
|
|
}
|
|
}
|
|
.container-fluid {
|
|
margin-right: auto;
|
|
margin-left: auto;
|
|
padding-left: 0px;
|
|
padding-right: 0px;
|
|
}
|
|
.row {
|
|
margin-left: 0px;
|
|
margin-right: 0px;
|
|
}
|
|
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
|
|
position: relative;
|
|
min-height: 1px;
|
|
padding-left: 0px;
|
|
padding-right: 0px;
|
|
}
|
|
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
|
|
float: left;
|
|
}
|
|
.col-xs-12 {
|
|
width: 100%;
|
|
}
|
|
.col-xs-11 {
|
|
width: 91.66666667%;
|
|
}
|
|
.col-xs-10 {
|
|
width: 83.33333333%;
|
|
}
|
|
.col-xs-9 {
|
|
width: 75%;
|
|
}
|
|
.col-xs-8 {
|
|
width: 66.66666667%;
|
|
}
|
|
.col-xs-7 {
|
|
width: 58.33333333%;
|
|
}
|
|
.col-xs-6 {
|
|
width: 50%;
|
|
}
|
|
.col-xs-5 {
|
|
width: 41.66666667%;
|
|
}
|
|
.col-xs-4 {
|
|
width: 33.33333333%;
|
|
}
|
|
.col-xs-3 {
|
|
width: 25%;
|
|
}
|
|
.col-xs-2 {
|
|
width: 16.66666667%;
|
|
}
|
|
.col-xs-1 {
|
|
width: 8.33333333%;
|
|
}
|
|
.col-xs-pull-12 {
|
|
right: 100%;
|
|
}
|
|
.col-xs-pull-11 {
|
|
right: 91.66666667%;
|
|
}
|
|
.col-xs-pull-10 {
|
|
right: 83.33333333%;
|
|
}
|
|
.col-xs-pull-9 {
|
|
right: 75%;
|
|
}
|
|
.col-xs-pull-8 {
|
|
right: 66.66666667%;
|
|
}
|
|
.col-xs-pull-7 {
|
|
right: 58.33333333%;
|
|
}
|
|
.col-xs-pull-6 {
|
|
right: 50%;
|
|
}
|
|
.col-xs-pull-5 {
|
|
right: 41.66666667%;
|
|
}
|
|
.col-xs-pull-4 {
|
|
right: 33.33333333%;
|
|
}
|
|
.col-xs-pull-3 {
|
|
right: 25%;
|
|
}
|
|
.col-xs-pull-2 {
|
|
right: 16.66666667%;
|
|
}
|
|
.col-xs-pull-1 {
|
|
right: 8.33333333%;
|
|
}
|
|
.col-xs-pull-0 {
|
|
right: auto;
|
|
}
|
|
.col-xs-push-12 {
|
|
left: 100%;
|
|
}
|
|
.col-xs-push-11 {
|
|
left: 91.66666667%;
|
|
}
|
|
.col-xs-push-10 {
|
|
left: 83.33333333%;
|
|
}
|
|
.col-xs-push-9 {
|
|
left: 75%;
|
|
}
|
|
.col-xs-push-8 {
|
|
left: 66.66666667%;
|
|
}
|
|
.col-xs-push-7 {
|
|
left: 58.33333333%;
|
|
}
|
|
.col-xs-push-6 {
|
|
left: 50%;
|
|
}
|
|
.col-xs-push-5 {
|
|
left: 41.66666667%;
|
|
}
|
|
.col-xs-push-4 {
|
|
left: 33.33333333%;
|
|
}
|
|
.col-xs-push-3 {
|
|
left: 25%;
|
|
}
|
|
.col-xs-push-2 {
|
|
left: 16.66666667%;
|
|
}
|
|
.col-xs-push-1 {
|
|
left: 8.33333333%;
|
|
}
|
|
.col-xs-push-0 {
|
|
left: auto;
|
|
}
|
|
.col-xs-offset-12 {
|
|
margin-left: 100%;
|
|
}
|
|
.col-xs-offset-11 {
|
|
margin-left: 91.66666667%;
|
|
}
|
|
.col-xs-offset-10 {
|
|
margin-left: 83.33333333%;
|
|
}
|
|
.col-xs-offset-9 {
|
|
margin-left: 75%;
|
|
}
|
|
.col-xs-offset-8 {
|
|
margin-left: 66.66666667%;
|
|
}
|
|
.col-xs-offset-7 {
|
|
margin-left: 58.33333333%;
|
|
}
|
|
.col-xs-offset-6 {
|
|
margin-left: 50%;
|
|
}
|
|
.col-xs-offset-5 {
|
|
margin-left: 41.66666667%;
|
|
}
|
|
.col-xs-offset-4 {
|
|
margin-left: 33.33333333%;
|
|
}
|
|
.col-xs-offset-3 {
|
|
margin-left: 25%;
|
|
}
|
|
.col-xs-offset-2 {
|
|
margin-left: 16.66666667%;
|
|
}
|
|
.col-xs-offset-1 {
|
|
margin-left: 8.33333333%;
|
|
}
|
|
.col-xs-offset-0 {
|
|
margin-left: 0%;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
|
|
float: left;
|
|
}
|
|
.col-sm-12 {
|
|
width: 100%;
|
|
}
|
|
.col-sm-11 {
|
|
width: 91.66666667%;
|
|
}
|
|
.col-sm-10 {
|
|
width: 83.33333333%;
|
|
}
|
|
.col-sm-9 {
|
|
width: 75%;
|
|
}
|
|
.col-sm-8 {
|
|
width: 66.66666667%;
|
|
}
|
|
.col-sm-7 {
|
|
width: 58.33333333%;
|
|
}
|
|
.col-sm-6 {
|
|
width: 50%;
|
|
}
|
|
.col-sm-5 {
|
|
width: 41.66666667%;
|
|
}
|
|
.col-sm-4 {
|
|
width: 33.33333333%;
|
|
}
|
|
.col-sm-3 {
|
|
width: 25%;
|
|
}
|
|
.col-sm-2 {
|
|
width: 16.66666667%;
|
|
}
|
|
.col-sm-1 {
|
|
width: 8.33333333%;
|
|
}
|
|
.col-sm-pull-12 {
|
|
right: 100%;
|
|
}
|
|
.col-sm-pull-11 {
|
|
right: 91.66666667%;
|
|
}
|
|
.col-sm-pull-10 {
|
|
right: 83.33333333%;
|
|
}
|
|
.col-sm-pull-9 {
|
|
right: 75%;
|
|
}
|
|
.col-sm-pull-8 {
|
|
right: 66.66666667%;
|
|
}
|
|
.col-sm-pull-7 {
|
|
right: 58.33333333%;
|
|
}
|
|
.col-sm-pull-6 {
|
|
right: 50%;
|
|
}
|
|
.col-sm-pull-5 {
|
|
right: 41.66666667%;
|
|
}
|
|
.col-sm-pull-4 {
|
|
right: 33.33333333%;
|
|
}
|
|
.col-sm-pull-3 {
|
|
right: 25%;
|
|
}
|
|
.col-sm-pull-2 {
|
|
right: 16.66666667%;
|
|
}
|
|
.col-sm-pull-1 {
|
|
right: 8.33333333%;
|
|
}
|
|
.col-sm-pull-0 {
|
|
right: auto;
|
|
}
|
|
.col-sm-push-12 {
|
|
left: 100%;
|
|
}
|
|
.col-sm-push-11 {
|
|
left: 91.66666667%;
|
|
}
|
|
.col-sm-push-10 {
|
|
left: 83.33333333%;
|
|
}
|
|
.col-sm-push-9 {
|
|
left: 75%;
|
|
}
|
|
.col-sm-push-8 {
|
|
left: 66.66666667%;
|
|
}
|
|
.col-sm-push-7 {
|
|
left: 58.33333333%;
|
|
}
|
|
.col-sm-push-6 {
|
|
left: 50%;
|
|
}
|
|
.col-sm-push-5 {
|
|
left: 41.66666667%;
|
|
}
|
|
.col-sm-push-4 {
|
|
left: 33.33333333%;
|
|
}
|
|
.col-sm-push-3 {
|
|
left: 25%;
|
|
}
|
|
.col-sm-push-2 {
|
|
left: 16.66666667%;
|
|
}
|
|
.col-sm-push-1 {
|
|
left: 8.33333333%;
|
|
}
|
|
.col-sm-push-0 {
|
|
left: auto;
|
|
}
|
|
.col-sm-offset-12 {
|
|
margin-left: 100%;
|
|
}
|
|
.col-sm-offset-11 {
|
|
margin-left: 91.66666667%;
|
|
}
|
|
.col-sm-offset-10 {
|
|
margin-left: 83.33333333%;
|
|
}
|
|
.col-sm-offset-9 {
|
|
margin-left: 75%;
|
|
}
|
|
.col-sm-offset-8 {
|
|
margin-left: 66.66666667%;
|
|
}
|
|
.col-sm-offset-7 {
|
|
margin-left: 58.33333333%;
|
|
}
|
|
.col-sm-offset-6 {
|
|
margin-left: 50%;
|
|
}
|
|
.col-sm-offset-5 {
|
|
margin-left: 41.66666667%;
|
|
}
|
|
.col-sm-offset-4 {
|
|
margin-left: 33.33333333%;
|
|
}
|
|
.col-sm-offset-3 {
|
|
margin-left: 25%;
|
|
}
|
|
.col-sm-offset-2 {
|
|
margin-left: 16.66666667%;
|
|
}
|
|
.col-sm-offset-1 {
|
|
margin-left: 8.33333333%;
|
|
}
|
|
.col-sm-offset-0 {
|
|
margin-left: 0%;
|
|
}
|
|
}
|
|
@media (min-width: 992px) {
|
|
.col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
|
|
float: left;
|
|
}
|
|
.col-md-12 {
|
|
width: 100%;
|
|
}
|
|
.col-md-11 {
|
|
width: 91.66666667%;
|
|
}
|
|
.col-md-10 {
|
|
width: 83.33333333%;
|
|
}
|
|
.col-md-9 {
|
|
width: 75%;
|
|
}
|
|
.col-md-8 {
|
|
width: 66.66666667%;
|
|
}
|
|
.col-md-7 {
|
|
width: 58.33333333%;
|
|
}
|
|
.col-md-6 {
|
|
width: 50%;
|
|
}
|
|
.col-md-5 {
|
|
width: 41.66666667%;
|
|
}
|
|
.col-md-4 {
|
|
width: 33.33333333%;
|
|
}
|
|
.col-md-3 {
|
|
width: 25%;
|
|
}
|
|
.col-md-2 {
|
|
width: 16.66666667%;
|
|
}
|
|
.col-md-1 {
|
|
width: 8.33333333%;
|
|
}
|
|
.col-md-pull-12 {
|
|
right: 100%;
|
|
}
|
|
.col-md-pull-11 {
|
|
right: 91.66666667%;
|
|
}
|
|
.col-md-pull-10 {
|
|
right: 83.33333333%;
|
|
}
|
|
.col-md-pull-9 {
|
|
right: 75%;
|
|
}
|
|
.col-md-pull-8 {
|
|
right: 66.66666667%;
|
|
}
|
|
.col-md-pull-7 {
|
|
right: 58.33333333%;
|
|
}
|
|
.col-md-pull-6 {
|
|
right: 50%;
|
|
}
|
|
.col-md-pull-5 {
|
|
right: 41.66666667%;
|
|
}
|
|
.col-md-pull-4 {
|
|
right: 33.33333333%;
|
|
}
|
|
.col-md-pull-3 {
|
|
right: 25%;
|
|
}
|
|
.col-md-pull-2 {
|
|
right: 16.66666667%;
|
|
}
|
|
.col-md-pull-1 {
|
|
right: 8.33333333%;
|
|
}
|
|
.col-md-pull-0 {
|
|
right: auto;
|
|
}
|
|
.col-md-push-12 {
|
|
left: 100%;
|
|
}
|
|
.col-md-push-11 {
|
|
left: 91.66666667%;
|
|
}
|
|
.col-md-push-10 {
|
|
left: 83.33333333%;
|
|
}
|
|
.col-md-push-9 {
|
|
left: 75%;
|
|
}
|
|
.col-md-push-8 {
|
|
left: 66.66666667%;
|
|
}
|
|
.col-md-push-7 {
|
|
left: 58.33333333%;
|
|
}
|
|
.col-md-push-6 {
|
|
left: 50%;
|
|
}
|
|
.col-md-push-5 {
|
|
left: 41.66666667%;
|
|
}
|
|
.col-md-push-4 {
|
|
left: 33.33333333%;
|
|
}
|
|
.col-md-push-3 {
|
|
left: 25%;
|
|
}
|
|
.col-md-push-2 {
|
|
left: 16.66666667%;
|
|
}
|
|
.col-md-push-1 {
|
|
left: 8.33333333%;
|
|
}
|
|
.col-md-push-0 {
|
|
left: auto;
|
|
}
|
|
.col-md-offset-12 {
|
|
margin-left: 100%;
|
|
}
|
|
.col-md-offset-11 {
|
|
margin-left: 91.66666667%;
|
|
}
|
|
.col-md-offset-10 {
|
|
margin-left: 83.33333333%;
|
|
}
|
|
.col-md-offset-9 {
|
|
margin-left: 75%;
|
|
}
|
|
.col-md-offset-8 {
|
|
margin-left: 66.66666667%;
|
|
}
|
|
.col-md-offset-7 {
|
|
margin-left: 58.33333333%;
|
|
}
|
|
.col-md-offset-6 {
|
|
margin-left: 50%;
|
|
}
|
|
.col-md-offset-5 {
|
|
margin-left: 41.66666667%;
|
|
}
|
|
.col-md-offset-4 {
|
|
margin-left: 33.33333333%;
|
|
}
|
|
.col-md-offset-3 {
|
|
margin-left: 25%;
|
|
}
|
|
.col-md-offset-2 {
|
|
margin-left: 16.66666667%;
|
|
}
|
|
.col-md-offset-1 {
|
|
margin-left: 8.33333333%;
|
|
}
|
|
.col-md-offset-0 {
|
|
margin-left: 0%;
|
|
}
|
|
}
|
|
@media (min-width: 1200px) {
|
|
.col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
|
|
float: left;
|
|
}
|
|
.col-lg-12 {
|
|
width: 100%;
|
|
}
|
|
.col-lg-11 {
|
|
width: 91.66666667%;
|
|
}
|
|
.col-lg-10 {
|
|
width: 83.33333333%;
|
|
}
|
|
.col-lg-9 {
|
|
width: 75%;
|
|
}
|
|
.col-lg-8 {
|
|
width: 66.66666667%;
|
|
}
|
|
.col-lg-7 {
|
|
width: 58.33333333%;
|
|
}
|
|
.col-lg-6 {
|
|
width: 50%;
|
|
}
|
|
.col-lg-5 {
|
|
width: 41.66666667%;
|
|
}
|
|
.col-lg-4 {
|
|
width: 33.33333333%;
|
|
}
|
|
.col-lg-3 {
|
|
width: 25%;
|
|
}
|
|
.col-lg-2 {
|
|
width: 16.66666667%;
|
|
}
|
|
.col-lg-1 {
|
|
width: 8.33333333%;
|
|
}
|
|
.col-lg-pull-12 {
|
|
right: 100%;
|
|
}
|
|
.col-lg-pull-11 {
|
|
right: 91.66666667%;
|
|
}
|
|
.col-lg-pull-10 {
|
|
right: 83.33333333%;
|
|
}
|
|
.col-lg-pull-9 {
|
|
right: 75%;
|
|
}
|
|
.col-lg-pull-8 {
|
|
right: 66.66666667%;
|
|
}
|
|
.col-lg-pull-7 {
|
|
right: 58.33333333%;
|
|
}
|
|
.col-lg-pull-6 {
|
|
right: 50%;
|
|
}
|
|
.col-lg-pull-5 {
|
|
right: 41.66666667%;
|
|
}
|
|
.col-lg-pull-4 {
|
|
right: 33.33333333%;
|
|
}
|
|
.col-lg-pull-3 {
|
|
right: 25%;
|
|
}
|
|
.col-lg-pull-2 {
|
|
right: 16.66666667%;
|
|
}
|
|
.col-lg-pull-1 {
|
|
right: 8.33333333%;
|
|
}
|
|
.col-lg-pull-0 {
|
|
right: auto;
|
|
}
|
|
.col-lg-push-12 {
|
|
left: 100%;
|
|
}
|
|
.col-lg-push-11 {
|
|
left: 91.66666667%;
|
|
}
|
|
.col-lg-push-10 {
|
|
left: 83.33333333%;
|
|
}
|
|
.col-lg-push-9 {
|
|
left: 75%;
|
|
}
|
|
.col-lg-push-8 {
|
|
left: 66.66666667%;
|
|
}
|
|
.col-lg-push-7 {
|
|
left: 58.33333333%;
|
|
}
|
|
.col-lg-push-6 {
|
|
left: 50%;
|
|
}
|
|
.col-lg-push-5 {
|
|
left: 41.66666667%;
|
|
}
|
|
.col-lg-push-4 {
|
|
left: 33.33333333%;
|
|
}
|
|
.col-lg-push-3 {
|
|
left: 25%;
|
|
}
|
|
.col-lg-push-2 {
|
|
left: 16.66666667%;
|
|
}
|
|
.col-lg-push-1 {
|
|
left: 8.33333333%;
|
|
}
|
|
.col-lg-push-0 {
|
|
left: auto;
|
|
}
|
|
.col-lg-offset-12 {
|
|
margin-left: 100%;
|
|
}
|
|
.col-lg-offset-11 {
|
|
margin-left: 91.66666667%;
|
|
}
|
|
.col-lg-offset-10 {
|
|
margin-left: 83.33333333%;
|
|
}
|
|
.col-lg-offset-9 {
|
|
margin-left: 75%;
|
|
}
|
|
.col-lg-offset-8 {
|
|
margin-left: 66.66666667%;
|
|
}
|
|
.col-lg-offset-7 {
|
|
margin-left: 58.33333333%;
|
|
}
|
|
.col-lg-offset-6 {
|
|
margin-left: 50%;
|
|
}
|
|
.col-lg-offset-5 {
|
|
margin-left: 41.66666667%;
|
|
}
|
|
.col-lg-offset-4 {
|
|
margin-left: 33.33333333%;
|
|
}
|
|
.col-lg-offset-3 {
|
|
margin-left: 25%;
|
|
}
|
|
.col-lg-offset-2 {
|
|
margin-left: 16.66666667%;
|
|
}
|
|
.col-lg-offset-1 {
|
|
margin-left: 8.33333333%;
|
|
}
|
|
.col-lg-offset-0 {
|
|
margin-left: 0%;
|
|
}
|
|
}
|
|
table {
|
|
background-color: transparent;
|
|
}
|
|
caption {
|
|
padding-top: 8px;
|
|
padding-bottom: 8px;
|
|
color: #777777;
|
|
text-align: left;
|
|
}
|
|
th {
|
|
text-align: left;
|
|
}
|
|
.table {
|
|
width: 100%;
|
|
max-width: 100%;
|
|
margin-bottom: 18px;
|
|
}
|
|
.table > thead > tr > th,
|
|
.table > tbody > tr > th,
|
|
.table > tfoot > tr > th,
|
|
.table > thead > tr > td,
|
|
.table > tbody > tr > td,
|
|
.table > tfoot > tr > td {
|
|
padding: 8px;
|
|
line-height: 1.42857143;
|
|
vertical-align: top;
|
|
border-top: 1px solid #ddd;
|
|
}
|
|
.table > thead > tr > th {
|
|
vertical-align: bottom;
|
|
border-bottom: 2px solid #ddd;
|
|
}
|
|
.table > caption + thead > tr:first-child > th,
|
|
.table > colgroup + thead > tr:first-child > th,
|
|
.table > thead:first-child > tr:first-child > th,
|
|
.table > caption + thead > tr:first-child > td,
|
|
.table > colgroup + thead > tr:first-child > td,
|
|
.table > thead:first-child > tr:first-child > td {
|
|
border-top: 0;
|
|
}
|
|
.table > tbody + tbody {
|
|
border-top: 2px solid #ddd;
|
|
}
|
|
.table .table {
|
|
background-color: #fff;
|
|
}
|
|
.table-condensed > thead > tr > th,
|
|
.table-condensed > tbody > tr > th,
|
|
.table-condensed > tfoot > tr > th,
|
|
.table-condensed > thead > tr > td,
|
|
.table-condensed > tbody > tr > td,
|
|
.table-condensed > tfoot > tr > td {
|
|
padding: 5px;
|
|
}
|
|
.table-bordered {
|
|
border: 1px solid #ddd;
|
|
}
|
|
.table-bordered > thead > tr > th,
|
|
.table-bordered > tbody > tr > th,
|
|
.table-bordered > tfoot > tr > th,
|
|
.table-bordered > thead > tr > td,
|
|
.table-bordered > tbody > tr > td,
|
|
.table-bordered > tfoot > tr > td {
|
|
border: 1px solid #ddd;
|
|
}
|
|
.table-bordered > thead > tr > th,
|
|
.table-bordered > thead > tr > td {
|
|
border-bottom-width: 2px;
|
|
}
|
|
.table-striped > tbody > tr:nth-of-type(odd) {
|
|
background-color: #f9f9f9;
|
|
}
|
|
.table-hover > tbody > tr:hover {
|
|
background-color: #f5f5f5;
|
|
}
|
|
table col[class*="col-"] {
|
|
position: static;
|
|
float: none;
|
|
display: table-column;
|
|
}
|
|
table td[class*="col-"],
|
|
table th[class*="col-"] {
|
|
position: static;
|
|
float: none;
|
|
display: table-cell;
|
|
}
|
|
.table > thead > tr > td.active,
|
|
.table > tbody > tr > td.active,
|
|
.table > tfoot > tr > td.active,
|
|
.table > thead > tr > th.active,
|
|
.table > tbody > tr > th.active,
|
|
.table > tfoot > tr > th.active,
|
|
.table > thead > tr.active > td,
|
|
.table > tbody > tr.active > td,
|
|
.table > tfoot > tr.active > td,
|
|
.table > thead > tr.active > th,
|
|
.table > tbody > tr.active > th,
|
|
.table > tfoot > tr.active > th {
|
|
background-color: #f5f5f5;
|
|
}
|
|
.table-hover > tbody > tr > td.active:hover,
|
|
.table-hover > tbody > tr > th.active:hover,
|
|
.table-hover > tbody > tr.active:hover > td,
|
|
.table-hover > tbody > tr:hover > .active,
|
|
.table-hover > tbody > tr.active:hover > th {
|
|
background-color: #e8e8e8;
|
|
}
|
|
.table > thead > tr > td.success,
|
|
.table > tbody > tr > td.success,
|
|
.table > tfoot > tr > td.success,
|
|
.table > thead > tr > th.success,
|
|
.table > tbody > tr > th.success,
|
|
.table > tfoot > tr > th.success,
|
|
.table > thead > tr.success > td,
|
|
.table > tbody > tr.success > td,
|
|
.table > tfoot > tr.success > td,
|
|
.table > thead > tr.success > th,
|
|
.table > tbody > tr.success > th,
|
|
.table > tfoot > tr.success > th {
|
|
background-color: #dff0d8;
|
|
}
|
|
.table-hover > tbody > tr > td.success:hover,
|
|
.table-hover > tbody > tr > th.success:hover,
|
|
.table-hover > tbody > tr.success:hover > td,
|
|
.table-hover > tbody > tr:hover > .success,
|
|
.table-hover > tbody > tr.success:hover > th {
|
|
background-color: #d0e9c6;
|
|
}
|
|
.table > thead > tr > td.info,
|
|
.table > tbody > tr > td.info,
|
|
.table > tfoot > tr > td.info,
|
|
.table > thead > tr > th.info,
|
|
.table > tbody > tr > th.info,
|
|
.table > tfoot > tr > th.info,
|
|
.table > thead > tr.info > td,
|
|
.table > tbody > tr.info > td,
|
|
.table > tfoot > tr.info > td,
|
|
.table > thead > tr.info > th,
|
|
.table > tbody > tr.info > th,
|
|
.table > tfoot > tr.info > th {
|
|
background-color: #d9edf7;
|
|
}
|
|
.table-hover > tbody > tr > td.info:hover,
|
|
.table-hover > tbody > tr > th.info:hover,
|
|
.table-hover > tbody > tr.info:hover > td,
|
|
.table-hover > tbody > tr:hover > .info,
|
|
.table-hover > tbody > tr.info:hover > th {
|
|
background-color: #c4e3f3;
|
|
}
|
|
.table > thead > tr > td.warning,
|
|
.table > tbody > tr > td.warning,
|
|
.table > tfoot > tr > td.warning,
|
|
.table > thead > tr > th.warning,
|
|
.table > tbody > tr > th.warning,
|
|
.table > tfoot > tr > th.warning,
|
|
.table > thead > tr.warning > td,
|
|
.table > tbody > tr.warning > td,
|
|
.table > tfoot > tr.warning > td,
|
|
.table > thead > tr.warning > th,
|
|
.table > tbody > tr.warning > th,
|
|
.table > tfoot > tr.warning > th {
|
|
background-color: #fcf8e3;
|
|
}
|
|
.table-hover > tbody > tr > td.warning:hover,
|
|
.table-hover > tbody > tr > th.warning:hover,
|
|
.table-hover > tbody > tr.warning:hover > td,
|
|
.table-hover > tbody > tr:hover > .warning,
|
|
.table-hover > tbody > tr.warning:hover > th {
|
|
background-color: #faf2cc;
|
|
}
|
|
.table > thead > tr > td.danger,
|
|
.table > tbody > tr > td.danger,
|
|
.table > tfoot > tr > td.danger,
|
|
.table > thead > tr > th.danger,
|
|
.table > tbody > tr > th.danger,
|
|
.table > tfoot > tr > th.danger,
|
|
.table > thead > tr.danger > td,
|
|
.table > tbody > tr.danger > td,
|
|
.table > tfoot > tr.danger > td,
|
|
.table > thead > tr.danger > th,
|
|
.table > tbody > tr.danger > th,
|
|
.table > tfoot > tr.danger > th {
|
|
background-color: #f2dede;
|
|
}
|
|
.table-hover > tbody > tr > td.danger:hover,
|
|
.table-hover > tbody > tr > th.danger:hover,
|
|
.table-hover > tbody > tr.danger:hover > td,
|
|
.table-hover > tbody > tr:hover > .danger,
|
|
.table-hover > tbody > tr.danger:hover > th {
|
|
background-color: #ebcccc;
|
|
}
|
|
.table-responsive {
|
|
overflow-x: auto;
|
|
min-height: 0.01%;
|
|
}
|
|
@media screen and (max-width: 767px) {
|
|
.table-responsive {
|
|
width: 100%;
|
|
margin-bottom: 13.5px;
|
|
overflow-y: hidden;
|
|
-ms-overflow-style: -ms-autohiding-scrollbar;
|
|
border: 1px solid #ddd;
|
|
}
|
|
.table-responsive > .table {
|
|
margin-bottom: 0;
|
|
}
|
|
.table-responsive > .table > thead > tr > th,
|
|
.table-responsive > .table > tbody > tr > th,
|
|
.table-responsive > .table > tfoot > tr > th,
|
|
.table-responsive > .table > thead > tr > td,
|
|
.table-responsive > .table > tbody > tr > td,
|
|
.table-responsive > .table > tfoot > tr > td {
|
|
white-space: nowrap;
|
|
}
|
|
.table-responsive > .table-bordered {
|
|
border: 0;
|
|
}
|
|
.table-responsive > .table-bordered > thead > tr > th:first-child,
|
|
.table-responsive > .table-bordered > tbody > tr > th:first-child,
|
|
.table-responsive > .table-bordered > tfoot > tr > th:first-child,
|
|
.table-responsive > .table-bordered > thead > tr > td:first-child,
|
|
.table-responsive > .table-bordered > tbody > tr > td:first-child,
|
|
.table-responsive > .table-bordered > tfoot > tr > td:first-child {
|
|
border-left: 0;
|
|
}
|
|
.table-responsive > .table-bordered > thead > tr > th:last-child,
|
|
.table-responsive > .table-bordered > tbody > tr > th:last-child,
|
|
.table-responsive > .table-bordered > tfoot > tr > th:last-child,
|
|
.table-responsive > .table-bordered > thead > tr > td:last-child,
|
|
.table-responsive > .table-bordered > tbody > tr > td:last-child,
|
|
.table-responsive > .table-bordered > tfoot > tr > td:last-child {
|
|
border-right: 0;
|
|
}
|
|
.table-responsive > .table-bordered > tbody > tr:last-child > th,
|
|
.table-responsive > .table-bordered > tfoot > tr:last-child > th,
|
|
.table-responsive > .table-bordered > tbody > tr:last-child > td,
|
|
.table-responsive > .table-bordered > tfoot > tr:last-child > td {
|
|
border-bottom: 0;
|
|
}
|
|
}
|
|
fieldset {
|
|
padding: 0;
|
|
margin: 0;
|
|
border: 0;
|
|
min-width: 0;
|
|
}
|
|
legend {
|
|
display: block;
|
|
width: 100%;
|
|
padding: 0;
|
|
margin-bottom: 18px;
|
|
font-size: 19.5px;
|
|
line-height: inherit;
|
|
color: #333333;
|
|
border: 0;
|
|
border-bottom: 1px solid #e5e5e5;
|
|
}
|
|
label {
|
|
display: inline-block;
|
|
max-width: 100%;
|
|
margin-bottom: 5px;
|
|
font-weight: bold;
|
|
}
|
|
input[type="search"] {
|
|
-webkit-box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
box-sizing: border-box;
|
|
}
|
|
input[type="radio"],
|
|
input[type="checkbox"] {
|
|
margin: 4px 0 0;
|
|
margin-top: 1px \9;
|
|
line-height: normal;
|
|
}
|
|
input[type="file"] {
|
|
display: block;
|
|
}
|
|
input[type="range"] {
|
|
display: block;
|
|
width: 100%;
|
|
}
|
|
select[multiple],
|
|
select[size] {
|
|
height: auto;
|
|
}
|
|
input[type="file"]:focus,
|
|
input[type="radio"]:focus,
|
|
input[type="checkbox"]:focus {
|
|
outline: 5px auto -webkit-focus-ring-color;
|
|
outline-offset: -2px;
|
|
}
|
|
output {
|
|
display: block;
|
|
padding-top: 7px;
|
|
font-size: 13px;
|
|
line-height: 1.42857143;
|
|
color: #555555;
|
|
}
|
|
.form-control {
|
|
display: block;
|
|
width: 100%;
|
|
height: 32px;
|
|
padding: 6px 12px;
|
|
font-size: 13px;
|
|
line-height: 1.42857143;
|
|
color: #555555;
|
|
background-color: #fff;
|
|
background-image: none;
|
|
border: 1px solid #ccc;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
-webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
-o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
}
|
|
.form-control:focus {
|
|
border-color: #66afe9;
|
|
outline: 0;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
|
|
box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
|
|
}
|
|
.form-control::-moz-placeholder {
|
|
color: #999;
|
|
opacity: 1;
|
|
}
|
|
.form-control:-ms-input-placeholder {
|
|
color: #999;
|
|
}
|
|
.form-control::-webkit-input-placeholder {
|
|
color: #999;
|
|
}
|
|
.form-control::-ms-expand {
|
|
border: 0;
|
|
background-color: transparent;
|
|
}
|
|
.form-control[disabled],
|
|
.form-control[readonly],
|
|
fieldset[disabled] .form-control {
|
|
background-color: #eeeeee;
|
|
opacity: 1;
|
|
}
|
|
.form-control[disabled],
|
|
fieldset[disabled] .form-control {
|
|
cursor: not-allowed;
|
|
}
|
|
textarea.form-control {
|
|
height: auto;
|
|
}
|
|
input[type="search"] {
|
|
-webkit-appearance: none;
|
|
}
|
|
@media screen and (-webkit-min-device-pixel-ratio: 0) {
|
|
input[type="date"].form-control,
|
|
input[type="time"].form-control,
|
|
input[type="datetime-local"].form-control,
|
|
input[type="month"].form-control {
|
|
line-height: 32px;
|
|
}
|
|
input[type="date"].input-sm,
|
|
input[type="time"].input-sm,
|
|
input[type="datetime-local"].input-sm,
|
|
input[type="month"].input-sm,
|
|
.input-group-sm input[type="date"],
|
|
.input-group-sm input[type="time"],
|
|
.input-group-sm input[type="datetime-local"],
|
|
.input-group-sm input[type="month"] {
|
|
line-height: 30px;
|
|
}
|
|
input[type="date"].input-lg,
|
|
input[type="time"].input-lg,
|
|
input[type="datetime-local"].input-lg,
|
|
input[type="month"].input-lg,
|
|
.input-group-lg input[type="date"],
|
|
.input-group-lg input[type="time"],
|
|
.input-group-lg input[type="datetime-local"],
|
|
.input-group-lg input[type="month"] {
|
|
line-height: 45px;
|
|
}
|
|
}
|
|
.form-group {
|
|
margin-bottom: 15px;
|
|
}
|
|
.radio,
|
|
.checkbox {
|
|
position: relative;
|
|
display: block;
|
|
margin-top: 10px;
|
|
margin-bottom: 10px;
|
|
}
|
|
.radio label,
|
|
.checkbox label {
|
|
min-height: 18px;
|
|
padding-left: 20px;
|
|
margin-bottom: 0;
|
|
font-weight: normal;
|
|
cursor: pointer;
|
|
}
|
|
.radio input[type="radio"],
|
|
.radio-inline input[type="radio"],
|
|
.checkbox input[type="checkbox"],
|
|
.checkbox-inline input[type="checkbox"] {
|
|
position: absolute;
|
|
margin-left: -20px;
|
|
margin-top: 4px \9;
|
|
}
|
|
.radio + .radio,
|
|
.checkbox + .checkbox {
|
|
margin-top: -5px;
|
|
}
|
|
.radio-inline,
|
|
.checkbox-inline {
|
|
position: relative;
|
|
display: inline-block;
|
|
padding-left: 20px;
|
|
margin-bottom: 0;
|
|
vertical-align: middle;
|
|
font-weight: normal;
|
|
cursor: pointer;
|
|
}
|
|
.radio-inline + .radio-inline,
|
|
.checkbox-inline + .checkbox-inline {
|
|
margin-top: 0;
|
|
margin-left: 10px;
|
|
}
|
|
input[type="radio"][disabled],
|
|
input[type="checkbox"][disabled],
|
|
input[type="radio"].disabled,
|
|
input[type="checkbox"].disabled,
|
|
fieldset[disabled] input[type="radio"],
|
|
fieldset[disabled] input[type="checkbox"] {
|
|
cursor: not-allowed;
|
|
}
|
|
.radio-inline.disabled,
|
|
.checkbox-inline.disabled,
|
|
fieldset[disabled] .radio-inline,
|
|
fieldset[disabled] .checkbox-inline {
|
|
cursor: not-allowed;
|
|
}
|
|
.radio.disabled label,
|
|
.checkbox.disabled label,
|
|
fieldset[disabled] .radio label,
|
|
fieldset[disabled] .checkbox label {
|
|
cursor: not-allowed;
|
|
}
|
|
.form-control-static {
|
|
padding-top: 7px;
|
|
padding-bottom: 7px;
|
|
margin-bottom: 0;
|
|
min-height: 31px;
|
|
}
|
|
.form-control-static.input-lg,
|
|
.form-control-static.input-sm {
|
|
padding-left: 0;
|
|
padding-right: 0;
|
|
}
|
|
.input-sm {
|
|
height: 30px;
|
|
padding: 5px 10px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
border-radius: 1px;
|
|
}
|
|
select.input-sm {
|
|
height: 30px;
|
|
line-height: 30px;
|
|
}
|
|
textarea.input-sm,
|
|
select[multiple].input-sm {
|
|
height: auto;
|
|
}
|
|
.form-group-sm .form-control {
|
|
height: 30px;
|
|
padding: 5px 10px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
border-radius: 1px;
|
|
}
|
|
.form-group-sm select.form-control {
|
|
height: 30px;
|
|
line-height: 30px;
|
|
}
|
|
.form-group-sm textarea.form-control,
|
|
.form-group-sm select[multiple].form-control {
|
|
height: auto;
|
|
}
|
|
.form-group-sm .form-control-static {
|
|
height: 30px;
|
|
min-height: 30px;
|
|
padding: 6px 10px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
}
|
|
.input-lg {
|
|
height: 45px;
|
|
padding: 10px 16px;
|
|
font-size: 17px;
|
|
line-height: 1.3333333;
|
|
border-radius: 3px;
|
|
}
|
|
select.input-lg {
|
|
height: 45px;
|
|
line-height: 45px;
|
|
}
|
|
textarea.input-lg,
|
|
select[multiple].input-lg {
|
|
height: auto;
|
|
}
|
|
.form-group-lg .form-control {
|
|
height: 45px;
|
|
padding: 10px 16px;
|
|
font-size: 17px;
|
|
line-height: 1.3333333;
|
|
border-radius: 3px;
|
|
}
|
|
.form-group-lg select.form-control {
|
|
height: 45px;
|
|
line-height: 45px;
|
|
}
|
|
.form-group-lg textarea.form-control,
|
|
.form-group-lg select[multiple].form-control {
|
|
height: auto;
|
|
}
|
|
.form-group-lg .form-control-static {
|
|
height: 45px;
|
|
min-height: 35px;
|
|
padding: 11px 16px;
|
|
font-size: 17px;
|
|
line-height: 1.3333333;
|
|
}
|
|
.has-feedback {
|
|
position: relative;
|
|
}
|
|
.has-feedback .form-control {
|
|
padding-right: 40px;
|
|
}
|
|
.form-control-feedback {
|
|
position: absolute;
|
|
top: 0;
|
|
right: 0;
|
|
z-index: 2;
|
|
display: block;
|
|
width: 32px;
|
|
height: 32px;
|
|
line-height: 32px;
|
|
text-align: center;
|
|
pointer-events: none;
|
|
}
|
|
.input-lg + .form-control-feedback,
|
|
.input-group-lg + .form-control-feedback,
|
|
.form-group-lg .form-control + .form-control-feedback {
|
|
width: 45px;
|
|
height: 45px;
|
|
line-height: 45px;
|
|
}
|
|
.input-sm + .form-control-feedback,
|
|
.input-group-sm + .form-control-feedback,
|
|
.form-group-sm .form-control + .form-control-feedback {
|
|
width: 30px;
|
|
height: 30px;
|
|
line-height: 30px;
|
|
}
|
|
.has-success .help-block,
|
|
.has-success .control-label,
|
|
.has-success .radio,
|
|
.has-success .checkbox,
|
|
.has-success .radio-inline,
|
|
.has-success .checkbox-inline,
|
|
.has-success.radio label,
|
|
.has-success.checkbox label,
|
|
.has-success.radio-inline label,
|
|
.has-success.checkbox-inline label {
|
|
color: #3c763d;
|
|
}
|
|
.has-success .form-control {
|
|
border-color: #3c763d;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
}
|
|
.has-success .form-control:focus {
|
|
border-color: #2b542c;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
|
|
}
|
|
.has-success .input-group-addon {
|
|
color: #3c763d;
|
|
border-color: #3c763d;
|
|
background-color: #dff0d8;
|
|
}
|
|
.has-success .form-control-feedback {
|
|
color: #3c763d;
|
|
}
|
|
.has-warning .help-block,
|
|
.has-warning .control-label,
|
|
.has-warning .radio,
|
|
.has-warning .checkbox,
|
|
.has-warning .radio-inline,
|
|
.has-warning .checkbox-inline,
|
|
.has-warning.radio label,
|
|
.has-warning.checkbox label,
|
|
.has-warning.radio-inline label,
|
|
.has-warning.checkbox-inline label {
|
|
color: #8a6d3b;
|
|
}
|
|
.has-warning .form-control {
|
|
border-color: #8a6d3b;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
}
|
|
.has-warning .form-control:focus {
|
|
border-color: #66512c;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
|
|
}
|
|
.has-warning .input-group-addon {
|
|
color: #8a6d3b;
|
|
border-color: #8a6d3b;
|
|
background-color: #fcf8e3;
|
|
}
|
|
.has-warning .form-control-feedback {
|
|
color: #8a6d3b;
|
|
}
|
|
.has-error .help-block,
|
|
.has-error .control-label,
|
|
.has-error .radio,
|
|
.has-error .checkbox,
|
|
.has-error .radio-inline,
|
|
.has-error .checkbox-inline,
|
|
.has-error.radio label,
|
|
.has-error.checkbox label,
|
|
.has-error.radio-inline label,
|
|
.has-error.checkbox-inline label {
|
|
color: #a94442;
|
|
}
|
|
.has-error .form-control {
|
|
border-color: #a94442;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
}
|
|
.has-error .form-control:focus {
|
|
border-color: #843534;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
|
|
}
|
|
.has-error .input-group-addon {
|
|
color: #a94442;
|
|
border-color: #a94442;
|
|
background-color: #f2dede;
|
|
}
|
|
.has-error .form-control-feedback {
|
|
color: #a94442;
|
|
}
|
|
.has-feedback label ~ .form-control-feedback {
|
|
top: 23px;
|
|
}
|
|
.has-feedback label.sr-only ~ .form-control-feedback {
|
|
top: 0;
|
|
}
|
|
.help-block {
|
|
display: block;
|
|
margin-top: 5px;
|
|
margin-bottom: 10px;
|
|
color: #404040;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.form-inline .form-group {
|
|
display: inline-block;
|
|
margin-bottom: 0;
|
|
vertical-align: middle;
|
|
}
|
|
.form-inline .form-control {
|
|
display: inline-block;
|
|
width: auto;
|
|
vertical-align: middle;
|
|
}
|
|
.form-inline .form-control-static {
|
|
display: inline-block;
|
|
}
|
|
.form-inline .input-group {
|
|
display: inline-table;
|
|
vertical-align: middle;
|
|
}
|
|
.form-inline .input-group .input-group-addon,
|
|
.form-inline .input-group .input-group-btn,
|
|
.form-inline .input-group .form-control {
|
|
width: auto;
|
|
}
|
|
.form-inline .input-group > .form-control {
|
|
width: 100%;
|
|
}
|
|
.form-inline .control-label {
|
|
margin-bottom: 0;
|
|
vertical-align: middle;
|
|
}
|
|
.form-inline .radio,
|
|
.form-inline .checkbox {
|
|
display: inline-block;
|
|
margin-top: 0;
|
|
margin-bottom: 0;
|
|
vertical-align: middle;
|
|
}
|
|
.form-inline .radio label,
|
|
.form-inline .checkbox label {
|
|
padding-left: 0;
|
|
}
|
|
.form-inline .radio input[type="radio"],
|
|
.form-inline .checkbox input[type="checkbox"] {
|
|
position: relative;
|
|
margin-left: 0;
|
|
}
|
|
.form-inline .has-feedback .form-control-feedback {
|
|
top: 0;
|
|
}
|
|
}
|
|
.form-horizontal .radio,
|
|
.form-horizontal .checkbox,
|
|
.form-horizontal .radio-inline,
|
|
.form-horizontal .checkbox-inline {
|
|
margin-top: 0;
|
|
margin-bottom: 0;
|
|
padding-top: 7px;
|
|
}
|
|
.form-horizontal .radio,
|
|
.form-horizontal .checkbox {
|
|
min-height: 25px;
|
|
}
|
|
.form-horizontal .form-group {
|
|
margin-left: 0px;
|
|
margin-right: 0px;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.form-horizontal .control-label {
|
|
text-align: right;
|
|
margin-bottom: 0;
|
|
padding-top: 7px;
|
|
}
|
|
}
|
|
.form-horizontal .has-feedback .form-control-feedback {
|
|
right: 0px;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.form-horizontal .form-group-lg .control-label {
|
|
padding-top: 11px;
|
|
font-size: 17px;
|
|
}
|
|
}
|
|
@media (min-width: 768px) {
|
|
.form-horizontal .form-group-sm .control-label {
|
|
padding-top: 6px;
|
|
font-size: 12px;
|
|
}
|
|
}
|
|
.btn {
|
|
display: inline-block;
|
|
margin-bottom: 0;
|
|
font-weight: normal;
|
|
text-align: center;
|
|
vertical-align: middle;
|
|
touch-action: manipulation;
|
|
cursor: pointer;
|
|
background-image: none;
|
|
border: 1px solid transparent;
|
|
white-space: nowrap;
|
|
padding: 6px 12px;
|
|
font-size: 13px;
|
|
line-height: 1.42857143;
|
|
border-radius: 2px;
|
|
-webkit-user-select: none;
|
|
-moz-user-select: none;
|
|
-ms-user-select: none;
|
|
user-select: none;
|
|
}
|
|
.btn:focus,
|
|
.btn:active:focus,
|
|
.btn.active:focus,
|
|
.btn.focus,
|
|
.btn:active.focus,
|
|
.btn.active.focus {
|
|
outline: 5px auto -webkit-focus-ring-color;
|
|
outline-offset: -2px;
|
|
}
|
|
.btn:hover,
|
|
.btn:focus,
|
|
.btn.focus {
|
|
color: #333;
|
|
text-decoration: none;
|
|
}
|
|
.btn:active,
|
|
.btn.active {
|
|
outline: 0;
|
|
background-image: none;
|
|
-webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
|
|
box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
|
|
}
|
|
.btn.disabled,
|
|
.btn[disabled],
|
|
fieldset[disabled] .btn {
|
|
cursor: not-allowed;
|
|
opacity: 0.65;
|
|
filter: alpha(opacity=65);
|
|
-webkit-box-shadow: none;
|
|
box-shadow: none;
|
|
}
|
|
a.btn.disabled,
|
|
fieldset[disabled] a.btn {
|
|
pointer-events: none;
|
|
}
|
|
.btn-default {
|
|
color: #333;
|
|
background-color: #fff;
|
|
border-color: #ccc;
|
|
}
|
|
.btn-default:focus,
|
|
.btn-default.focus {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #8c8c8c;
|
|
}
|
|
.btn-default:hover {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #adadad;
|
|
}
|
|
.btn-default:active,
|
|
.btn-default.active,
|
|
.open > .dropdown-toggle.btn-default {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #adadad;
|
|
}
|
|
.btn-default:active:hover,
|
|
.btn-default.active:hover,
|
|
.open > .dropdown-toggle.btn-default:hover,
|
|
.btn-default:active:focus,
|
|
.btn-default.active:focus,
|
|
.open > .dropdown-toggle.btn-default:focus,
|
|
.btn-default:active.focus,
|
|
.btn-default.active.focus,
|
|
.open > .dropdown-toggle.btn-default.focus {
|
|
color: #333;
|
|
background-color: #d4d4d4;
|
|
border-color: #8c8c8c;
|
|
}
|
|
.btn-default:active,
|
|
.btn-default.active,
|
|
.open > .dropdown-toggle.btn-default {
|
|
background-image: none;
|
|
}
|
|
.btn-default.disabled:hover,
|
|
.btn-default[disabled]:hover,
|
|
fieldset[disabled] .btn-default:hover,
|
|
.btn-default.disabled:focus,
|
|
.btn-default[disabled]:focus,
|
|
fieldset[disabled] .btn-default:focus,
|
|
.btn-default.disabled.focus,
|
|
.btn-default[disabled].focus,
|
|
fieldset[disabled] .btn-default.focus {
|
|
background-color: #fff;
|
|
border-color: #ccc;
|
|
}
|
|
.btn-default .badge {
|
|
color: #fff;
|
|
background-color: #333;
|
|
}
|
|
.btn-primary {
|
|
color: #fff;
|
|
background-color: #337ab7;
|
|
border-color: #2e6da4;
|
|
}
|
|
.btn-primary:focus,
|
|
.btn-primary.focus {
|
|
color: #fff;
|
|
background-color: #286090;
|
|
border-color: #122b40;
|
|
}
|
|
.btn-primary:hover {
|
|
color: #fff;
|
|
background-color: #286090;
|
|
border-color: #204d74;
|
|
}
|
|
.btn-primary:active,
|
|
.btn-primary.active,
|
|
.open > .dropdown-toggle.btn-primary {
|
|
color: #fff;
|
|
background-color: #286090;
|
|
border-color: #204d74;
|
|
}
|
|
.btn-primary:active:hover,
|
|
.btn-primary.active:hover,
|
|
.open > .dropdown-toggle.btn-primary:hover,
|
|
.btn-primary:active:focus,
|
|
.btn-primary.active:focus,
|
|
.open > .dropdown-toggle.btn-primary:focus,
|
|
.btn-primary:active.focus,
|
|
.btn-primary.active.focus,
|
|
.open > .dropdown-toggle.btn-primary.focus {
|
|
color: #fff;
|
|
background-color: #204d74;
|
|
border-color: #122b40;
|
|
}
|
|
.btn-primary:active,
|
|
.btn-primary.active,
|
|
.open > .dropdown-toggle.btn-primary {
|
|
background-image: none;
|
|
}
|
|
.btn-primary.disabled:hover,
|
|
.btn-primary[disabled]:hover,
|
|
fieldset[disabled] .btn-primary:hover,
|
|
.btn-primary.disabled:focus,
|
|
.btn-primary[disabled]:focus,
|
|
fieldset[disabled] .btn-primary:focus,
|
|
.btn-primary.disabled.focus,
|
|
.btn-primary[disabled].focus,
|
|
fieldset[disabled] .btn-primary.focus {
|
|
background-color: #337ab7;
|
|
border-color: #2e6da4;
|
|
}
|
|
.btn-primary .badge {
|
|
color: #337ab7;
|
|
background-color: #fff;
|
|
}
|
|
.btn-success {
|
|
color: #fff;
|
|
background-color: #5cb85c;
|
|
border-color: #4cae4c;
|
|
}
|
|
.btn-success:focus,
|
|
.btn-success.focus {
|
|
color: #fff;
|
|
background-color: #449d44;
|
|
border-color: #255625;
|
|
}
|
|
.btn-success:hover {
|
|
color: #fff;
|
|
background-color: #449d44;
|
|
border-color: #398439;
|
|
}
|
|
.btn-success:active,
|
|
.btn-success.active,
|
|
.open > .dropdown-toggle.btn-success {
|
|
color: #fff;
|
|
background-color: #449d44;
|
|
border-color: #398439;
|
|
}
|
|
.btn-success:active:hover,
|
|
.btn-success.active:hover,
|
|
.open > .dropdown-toggle.btn-success:hover,
|
|
.btn-success:active:focus,
|
|
.btn-success.active:focus,
|
|
.open > .dropdown-toggle.btn-success:focus,
|
|
.btn-success:active.focus,
|
|
.btn-success.active.focus,
|
|
.open > .dropdown-toggle.btn-success.focus {
|
|
color: #fff;
|
|
background-color: #398439;
|
|
border-color: #255625;
|
|
}
|
|
.btn-success:active,
|
|
.btn-success.active,
|
|
.open > .dropdown-toggle.btn-success {
|
|
background-image: none;
|
|
}
|
|
.btn-success.disabled:hover,
|
|
.btn-success[disabled]:hover,
|
|
fieldset[disabled] .btn-success:hover,
|
|
.btn-success.disabled:focus,
|
|
.btn-success[disabled]:focus,
|
|
fieldset[disabled] .btn-success:focus,
|
|
.btn-success.disabled.focus,
|
|
.btn-success[disabled].focus,
|
|
fieldset[disabled] .btn-success.focus {
|
|
background-color: #5cb85c;
|
|
border-color: #4cae4c;
|
|
}
|
|
.btn-success .badge {
|
|
color: #5cb85c;
|
|
background-color: #fff;
|
|
}
|
|
.btn-info {
|
|
color: #fff;
|
|
background-color: #5bc0de;
|
|
border-color: #46b8da;
|
|
}
|
|
.btn-info:focus,
|
|
.btn-info.focus {
|
|
color: #fff;
|
|
background-color: #31b0d5;
|
|
border-color: #1b6d85;
|
|
}
|
|
.btn-info:hover {
|
|
color: #fff;
|
|
background-color: #31b0d5;
|
|
border-color: #269abc;
|
|
}
|
|
.btn-info:active,
|
|
.btn-info.active,
|
|
.open > .dropdown-toggle.btn-info {
|
|
color: #fff;
|
|
background-color: #31b0d5;
|
|
border-color: #269abc;
|
|
}
|
|
.btn-info:active:hover,
|
|
.btn-info.active:hover,
|
|
.open > .dropdown-toggle.btn-info:hover,
|
|
.btn-info:active:focus,
|
|
.btn-info.active:focus,
|
|
.open > .dropdown-toggle.btn-info:focus,
|
|
.btn-info:active.focus,
|
|
.btn-info.active.focus,
|
|
.open > .dropdown-toggle.btn-info.focus {
|
|
color: #fff;
|
|
background-color: #269abc;
|
|
border-color: #1b6d85;
|
|
}
|
|
.btn-info:active,
|
|
.btn-info.active,
|
|
.open > .dropdown-toggle.btn-info {
|
|
background-image: none;
|
|
}
|
|
.btn-info.disabled:hover,
|
|
.btn-info[disabled]:hover,
|
|
fieldset[disabled] .btn-info:hover,
|
|
.btn-info.disabled:focus,
|
|
.btn-info[disabled]:focus,
|
|
fieldset[disabled] .btn-info:focus,
|
|
.btn-info.disabled.focus,
|
|
.btn-info[disabled].focus,
|
|
fieldset[disabled] .btn-info.focus {
|
|
background-color: #5bc0de;
|
|
border-color: #46b8da;
|
|
}
|
|
.btn-info .badge {
|
|
color: #5bc0de;
|
|
background-color: #fff;
|
|
}
|
|
.btn-warning {
|
|
color: #fff;
|
|
background-color: #f0ad4e;
|
|
border-color: #eea236;
|
|
}
|
|
.btn-warning:focus,
|
|
.btn-warning.focus {
|
|
color: #fff;
|
|
background-color: #ec971f;
|
|
border-color: #985f0d;
|
|
}
|
|
.btn-warning:hover {
|
|
color: #fff;
|
|
background-color: #ec971f;
|
|
border-color: #d58512;
|
|
}
|
|
.btn-warning:active,
|
|
.btn-warning.active,
|
|
.open > .dropdown-toggle.btn-warning {
|
|
color: #fff;
|
|
background-color: #ec971f;
|
|
border-color: #d58512;
|
|
}
|
|
.btn-warning:active:hover,
|
|
.btn-warning.active:hover,
|
|
.open > .dropdown-toggle.btn-warning:hover,
|
|
.btn-warning:active:focus,
|
|
.btn-warning.active:focus,
|
|
.open > .dropdown-toggle.btn-warning:focus,
|
|
.btn-warning:active.focus,
|
|
.btn-warning.active.focus,
|
|
.open > .dropdown-toggle.btn-warning.focus {
|
|
color: #fff;
|
|
background-color: #d58512;
|
|
border-color: #985f0d;
|
|
}
|
|
.btn-warning:active,
|
|
.btn-warning.active,
|
|
.open > .dropdown-toggle.btn-warning {
|
|
background-image: none;
|
|
}
|
|
.btn-warning.disabled:hover,
|
|
.btn-warning[disabled]:hover,
|
|
fieldset[disabled] .btn-warning:hover,
|
|
.btn-warning.disabled:focus,
|
|
.btn-warning[disabled]:focus,
|
|
fieldset[disabled] .btn-warning:focus,
|
|
.btn-warning.disabled.focus,
|
|
.btn-warning[disabled].focus,
|
|
fieldset[disabled] .btn-warning.focus {
|
|
background-color: #f0ad4e;
|
|
border-color: #eea236;
|
|
}
|
|
.btn-warning .badge {
|
|
color: #f0ad4e;
|
|
background-color: #fff;
|
|
}
|
|
.btn-danger {
|
|
color: #fff;
|
|
background-color: #d9534f;
|
|
border-color: #d43f3a;
|
|
}
|
|
.btn-danger:focus,
|
|
.btn-danger.focus {
|
|
color: #fff;
|
|
background-color: #c9302c;
|
|
border-color: #761c19;
|
|
}
|
|
.btn-danger:hover {
|
|
color: #fff;
|
|
background-color: #c9302c;
|
|
border-color: #ac2925;
|
|
}
|
|
.btn-danger:active,
|
|
.btn-danger.active,
|
|
.open > .dropdown-toggle.btn-danger {
|
|
color: #fff;
|
|
background-color: #c9302c;
|
|
border-color: #ac2925;
|
|
}
|
|
.btn-danger:active:hover,
|
|
.btn-danger.active:hover,
|
|
.open > .dropdown-toggle.btn-danger:hover,
|
|
.btn-danger:active:focus,
|
|
.btn-danger.active:focus,
|
|
.open > .dropdown-toggle.btn-danger:focus,
|
|
.btn-danger:active.focus,
|
|
.btn-danger.active.focus,
|
|
.open > .dropdown-toggle.btn-danger.focus {
|
|
color: #fff;
|
|
background-color: #ac2925;
|
|
border-color: #761c19;
|
|
}
|
|
.btn-danger:active,
|
|
.btn-danger.active,
|
|
.open > .dropdown-toggle.btn-danger {
|
|
background-image: none;
|
|
}
|
|
.btn-danger.disabled:hover,
|
|
.btn-danger[disabled]:hover,
|
|
fieldset[disabled] .btn-danger:hover,
|
|
.btn-danger.disabled:focus,
|
|
.btn-danger[disabled]:focus,
|
|
fieldset[disabled] .btn-danger:focus,
|
|
.btn-danger.disabled.focus,
|
|
.btn-danger[disabled].focus,
|
|
fieldset[disabled] .btn-danger.focus {
|
|
background-color: #d9534f;
|
|
border-color: #d43f3a;
|
|
}
|
|
.btn-danger .badge {
|
|
color: #d9534f;
|
|
background-color: #fff;
|
|
}
|
|
.btn-link {
|
|
color: #337ab7;
|
|
font-weight: normal;
|
|
border-radius: 0;
|
|
}
|
|
.btn-link,
|
|
.btn-link:active,
|
|
.btn-link.active,
|
|
.btn-link[disabled],
|
|
fieldset[disabled] .btn-link {
|
|
background-color: transparent;
|
|
-webkit-box-shadow: none;
|
|
box-shadow: none;
|
|
}
|
|
.btn-link,
|
|
.btn-link:hover,
|
|
.btn-link:focus,
|
|
.btn-link:active {
|
|
border-color: transparent;
|
|
}
|
|
.btn-link:hover,
|
|
.btn-link:focus {
|
|
color: #23527c;
|
|
text-decoration: underline;
|
|
background-color: transparent;
|
|
}
|
|
.btn-link[disabled]:hover,
|
|
fieldset[disabled] .btn-link:hover,
|
|
.btn-link[disabled]:focus,
|
|
fieldset[disabled] .btn-link:focus {
|
|
color: #777777;
|
|
text-decoration: none;
|
|
}
|
|
.btn-lg,
|
|
.btn-group-lg > .btn {
|
|
padding: 10px 16px;
|
|
font-size: 17px;
|
|
line-height: 1.3333333;
|
|
border-radius: 3px;
|
|
}
|
|
.btn-sm,
|
|
.btn-group-sm > .btn {
|
|
padding: 5px 10px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
border-radius: 1px;
|
|
}
|
|
.btn-xs,
|
|
.btn-group-xs > .btn {
|
|
padding: 1px 5px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
border-radius: 1px;
|
|
}
|
|
.btn-block {
|
|
display: block;
|
|
width: 100%;
|
|
}
|
|
.btn-block + .btn-block {
|
|
margin-top: 5px;
|
|
}
|
|
input[type="submit"].btn-block,
|
|
input[type="reset"].btn-block,
|
|
input[type="button"].btn-block {
|
|
width: 100%;
|
|
}
|
|
.fade {
|
|
opacity: 0;
|
|
-webkit-transition: opacity 0.15s linear;
|
|
-o-transition: opacity 0.15s linear;
|
|
transition: opacity 0.15s linear;
|
|
}
|
|
.fade.in {
|
|
opacity: 1;
|
|
}
|
|
.collapse {
|
|
display: none;
|
|
}
|
|
.collapse.in {
|
|
display: block;
|
|
}
|
|
tr.collapse.in {
|
|
display: table-row;
|
|
}
|
|
tbody.collapse.in {
|
|
display: table-row-group;
|
|
}
|
|
.collapsing {
|
|
position: relative;
|
|
height: 0;
|
|
overflow: hidden;
|
|
-webkit-transition-property: height, visibility;
|
|
transition-property: height, visibility;
|
|
-webkit-transition-duration: 0.35s;
|
|
transition-duration: 0.35s;
|
|
-webkit-transition-timing-function: ease;
|
|
transition-timing-function: ease;
|
|
}
|
|
.caret {
|
|
display: inline-block;
|
|
width: 0;
|
|
height: 0;
|
|
margin-left: 2px;
|
|
vertical-align: middle;
|
|
border-top: 4px dashed;
|
|
border-top: 4px solid \9;
|
|
border-right: 4px solid transparent;
|
|
border-left: 4px solid transparent;
|
|
}
|
|
.dropup,
|
|
.dropdown {
|
|
position: relative;
|
|
}
|
|
.dropdown-toggle:focus {
|
|
outline: 0;
|
|
}
|
|
.dropdown-menu {
|
|
position: absolute;
|
|
top: 100%;
|
|
left: 0;
|
|
z-index: 1000;
|
|
display: none;
|
|
float: left;
|
|
min-width: 160px;
|
|
padding: 5px 0;
|
|
margin: 2px 0 0;
|
|
list-style: none;
|
|
font-size: 13px;
|
|
text-align: left;
|
|
background-color: #fff;
|
|
border: 1px solid #ccc;
|
|
border: 1px solid rgba(0, 0, 0, 0.15);
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
|
|
box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
|
|
background-clip: padding-box;
|
|
}
|
|
.dropdown-menu.pull-right {
|
|
right: 0;
|
|
left: auto;
|
|
}
|
|
.dropdown-menu .divider {
|
|
height: 1px;
|
|
margin: 8px 0;
|
|
overflow: hidden;
|
|
background-color: #e5e5e5;
|
|
}
|
|
.dropdown-menu > li > a {
|
|
display: block;
|
|
padding: 3px 20px;
|
|
clear: both;
|
|
font-weight: normal;
|
|
line-height: 1.42857143;
|
|
color: #333333;
|
|
white-space: nowrap;
|
|
}
|
|
.dropdown-menu > li > a:hover,
|
|
.dropdown-menu > li > a:focus {
|
|
text-decoration: none;
|
|
color: #262626;
|
|
background-color: #f5f5f5;
|
|
}
|
|
.dropdown-menu > .active > a,
|
|
.dropdown-menu > .active > a:hover,
|
|
.dropdown-menu > .active > a:focus {
|
|
color: #fff;
|
|
text-decoration: none;
|
|
outline: 0;
|
|
background-color: #337ab7;
|
|
}
|
|
.dropdown-menu > .disabled > a,
|
|
.dropdown-menu > .disabled > a:hover,
|
|
.dropdown-menu > .disabled > a:focus {
|
|
color: #777777;
|
|
}
|
|
.dropdown-menu > .disabled > a:hover,
|
|
.dropdown-menu > .disabled > a:focus {
|
|
text-decoration: none;
|
|
background-color: transparent;
|
|
background-image: none;
|
|
filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
|
|
cursor: not-allowed;
|
|
}
|
|
.open > .dropdown-menu {
|
|
display: block;
|
|
}
|
|
.open > a {
|
|
outline: 0;
|
|
}
|
|
.dropdown-menu-right {
|
|
left: auto;
|
|
right: 0;
|
|
}
|
|
.dropdown-menu-left {
|
|
left: 0;
|
|
right: auto;
|
|
}
|
|
.dropdown-header {
|
|
display: block;
|
|
padding: 3px 20px;
|
|
font-size: 12px;
|
|
line-height: 1.42857143;
|
|
color: #777777;
|
|
white-space: nowrap;
|
|
}
|
|
.dropdown-backdrop {
|
|
position: fixed;
|
|
left: 0;
|
|
right: 0;
|
|
bottom: 0;
|
|
top: 0;
|
|
z-index: 990;
|
|
}
|
|
.pull-right > .dropdown-menu {
|
|
right: 0;
|
|
left: auto;
|
|
}
|
|
.dropup .caret,
|
|
.navbar-fixed-bottom .dropdown .caret {
|
|
border-top: 0;
|
|
border-bottom: 4px dashed;
|
|
border-bottom: 4px solid \9;
|
|
content: "";
|
|
}
|
|
.dropup .dropdown-menu,
|
|
.navbar-fixed-bottom .dropdown .dropdown-menu {
|
|
top: auto;
|
|
bottom: 100%;
|
|
margin-bottom: 2px;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-right .dropdown-menu {
|
|
left: auto;
|
|
right: 0;
|
|
}
|
|
.navbar-right .dropdown-menu-left {
|
|
left: 0;
|
|
right: auto;
|
|
}
|
|
}
|
|
.btn-group,
|
|
.btn-group-vertical {
|
|
position: relative;
|
|
display: inline-block;
|
|
vertical-align: middle;
|
|
}
|
|
.btn-group > .btn,
|
|
.btn-group-vertical > .btn {
|
|
position: relative;
|
|
float: left;
|
|
}
|
|
.btn-group > .btn:hover,
|
|
.btn-group-vertical > .btn:hover,
|
|
.btn-group > .btn:focus,
|
|
.btn-group-vertical > .btn:focus,
|
|
.btn-group > .btn:active,
|
|
.btn-group-vertical > .btn:active,
|
|
.btn-group > .btn.active,
|
|
.btn-group-vertical > .btn.active {
|
|
z-index: 2;
|
|
}
|
|
.btn-group .btn + .btn,
|
|
.btn-group .btn + .btn-group,
|
|
.btn-group .btn-group + .btn,
|
|
.btn-group .btn-group + .btn-group {
|
|
margin-left: -1px;
|
|
}
|
|
.btn-toolbar {
|
|
margin-left: -5px;
|
|
}
|
|
.btn-toolbar .btn,
|
|
.btn-toolbar .btn-group,
|
|
.btn-toolbar .input-group {
|
|
float: left;
|
|
}
|
|
.btn-toolbar > .btn,
|
|
.btn-toolbar > .btn-group,
|
|
.btn-toolbar > .input-group {
|
|
margin-left: 5px;
|
|
}
|
|
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
|
|
border-radius: 0;
|
|
}
|
|
.btn-group > .btn:first-child {
|
|
margin-left: 0;
|
|
}
|
|
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
|
|
border-bottom-right-radius: 0;
|
|
border-top-right-radius: 0;
|
|
}
|
|
.btn-group > .btn:last-child:not(:first-child),
|
|
.btn-group > .dropdown-toggle:not(:first-child) {
|
|
border-bottom-left-radius: 0;
|
|
border-top-left-radius: 0;
|
|
}
|
|
.btn-group > .btn-group {
|
|
float: left;
|
|
}
|
|
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
|
|
border-radius: 0;
|
|
}
|
|
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
|
|
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
|
|
border-bottom-right-radius: 0;
|
|
border-top-right-radius: 0;
|
|
}
|
|
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
|
|
border-bottom-left-radius: 0;
|
|
border-top-left-radius: 0;
|
|
}
|
|
.btn-group .dropdown-toggle:active,
|
|
.btn-group.open .dropdown-toggle {
|
|
outline: 0;
|
|
}
|
|
.btn-group > .btn + .dropdown-toggle {
|
|
padding-left: 8px;
|
|
padding-right: 8px;
|
|
}
|
|
.btn-group > .btn-lg + .dropdown-toggle {
|
|
padding-left: 12px;
|
|
padding-right: 12px;
|
|
}
|
|
.btn-group.open .dropdown-toggle {
|
|
-webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
|
|
box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
|
|
}
|
|
.btn-group.open .dropdown-toggle.btn-link {
|
|
-webkit-box-shadow: none;
|
|
box-shadow: none;
|
|
}
|
|
.btn .caret {
|
|
margin-left: 0;
|
|
}
|
|
.btn-lg .caret {
|
|
border-width: 5px 5px 0;
|
|
border-bottom-width: 0;
|
|
}
|
|
.dropup .btn-lg .caret {
|
|
border-width: 0 5px 5px;
|
|
}
|
|
.btn-group-vertical > .btn,
|
|
.btn-group-vertical > .btn-group,
|
|
.btn-group-vertical > .btn-group > .btn {
|
|
display: block;
|
|
float: none;
|
|
width: 100%;
|
|
max-width: 100%;
|
|
}
|
|
.btn-group-vertical > .btn-group > .btn {
|
|
float: none;
|
|
}
|
|
.btn-group-vertical > .btn + .btn,
|
|
.btn-group-vertical > .btn + .btn-group,
|
|
.btn-group-vertical > .btn-group + .btn,
|
|
.btn-group-vertical > .btn-group + .btn-group {
|
|
margin-top: -1px;
|
|
margin-left: 0;
|
|
}
|
|
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
|
|
border-radius: 0;
|
|
}
|
|
.btn-group-vertical > .btn:first-child:not(:last-child) {
|
|
border-top-right-radius: 2px;
|
|
border-top-left-radius: 2px;
|
|
border-bottom-right-radius: 0;
|
|
border-bottom-left-radius: 0;
|
|
}
|
|
.btn-group-vertical > .btn:last-child:not(:first-child) {
|
|
border-top-right-radius: 0;
|
|
border-top-left-radius: 0;
|
|
border-bottom-right-radius: 2px;
|
|
border-bottom-left-radius: 2px;
|
|
}
|
|
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
|
|
border-radius: 0;
|
|
}
|
|
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
|
|
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
|
|
border-bottom-right-radius: 0;
|
|
border-bottom-left-radius: 0;
|
|
}
|
|
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
|
|
border-top-right-radius: 0;
|
|
border-top-left-radius: 0;
|
|
}
|
|
.btn-group-justified {
|
|
display: table;
|
|
width: 100%;
|
|
table-layout: fixed;
|
|
border-collapse: separate;
|
|
}
|
|
.btn-group-justified > .btn,
|
|
.btn-group-justified > .btn-group {
|
|
float: none;
|
|
display: table-cell;
|
|
width: 1%;
|
|
}
|
|
.btn-group-justified > .btn-group .btn {
|
|
width: 100%;
|
|
}
|
|
.btn-group-justified > .btn-group .dropdown-menu {
|
|
left: auto;
|
|
}
|
|
[data-toggle="buttons"] > .btn input[type="radio"],
|
|
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
|
|
[data-toggle="buttons"] > .btn input[type="checkbox"],
|
|
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
|
|
position: absolute;
|
|
clip: rect(0, 0, 0, 0);
|
|
pointer-events: none;
|
|
}
|
|
.input-group {
|
|
position: relative;
|
|
display: table;
|
|
border-collapse: separate;
|
|
}
|
|
.input-group[class*="col-"] {
|
|
float: none;
|
|
padding-left: 0;
|
|
padding-right: 0;
|
|
}
|
|
.input-group .form-control {
|
|
position: relative;
|
|
z-index: 2;
|
|
float: left;
|
|
width: 100%;
|
|
margin-bottom: 0;
|
|
}
|
|
.input-group .form-control:focus {
|
|
z-index: 3;
|
|
}
|
|
.input-group-lg > .form-control,
|
|
.input-group-lg > .input-group-addon,
|
|
.input-group-lg > .input-group-btn > .btn {
|
|
height: 45px;
|
|
padding: 10px 16px;
|
|
font-size: 17px;
|
|
line-height: 1.3333333;
|
|
border-radius: 3px;
|
|
}
|
|
select.input-group-lg > .form-control,
|
|
select.input-group-lg > .input-group-addon,
|
|
select.input-group-lg > .input-group-btn > .btn {
|
|
height: 45px;
|
|
line-height: 45px;
|
|
}
|
|
textarea.input-group-lg > .form-control,
|
|
textarea.input-group-lg > .input-group-addon,
|
|
textarea.input-group-lg > .input-group-btn > .btn,
|
|
select[multiple].input-group-lg > .form-control,
|
|
select[multiple].input-group-lg > .input-group-addon,
|
|
select[multiple].input-group-lg > .input-group-btn > .btn {
|
|
height: auto;
|
|
}
|
|
.input-group-sm > .form-control,
|
|
.input-group-sm > .input-group-addon,
|
|
.input-group-sm > .input-group-btn > .btn {
|
|
height: 30px;
|
|
padding: 5px 10px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
border-radius: 1px;
|
|
}
|
|
select.input-group-sm > .form-control,
|
|
select.input-group-sm > .input-group-addon,
|
|
select.input-group-sm > .input-group-btn > .btn {
|
|
height: 30px;
|
|
line-height: 30px;
|
|
}
|
|
textarea.input-group-sm > .form-control,
|
|
textarea.input-group-sm > .input-group-addon,
|
|
textarea.input-group-sm > .input-group-btn > .btn,
|
|
select[multiple].input-group-sm > .form-control,
|
|
select[multiple].input-group-sm > .input-group-addon,
|
|
select[multiple].input-group-sm > .input-group-btn > .btn {
|
|
height: auto;
|
|
}
|
|
.input-group-addon,
|
|
.input-group-btn,
|
|
.input-group .form-control {
|
|
display: table-cell;
|
|
}
|
|
.input-group-addon:not(:first-child):not(:last-child),
|
|
.input-group-btn:not(:first-child):not(:last-child),
|
|
.input-group .form-control:not(:first-child):not(:last-child) {
|
|
border-radius: 0;
|
|
}
|
|
.input-group-addon,
|
|
.input-group-btn {
|
|
width: 1%;
|
|
white-space: nowrap;
|
|
vertical-align: middle;
|
|
}
|
|
.input-group-addon {
|
|
padding: 6px 12px;
|
|
font-size: 13px;
|
|
font-weight: normal;
|
|
line-height: 1;
|
|
color: #555555;
|
|
text-align: center;
|
|
background-color: #eeeeee;
|
|
border: 1px solid #ccc;
|
|
border-radius: 2px;
|
|
}
|
|
.input-group-addon.input-sm {
|
|
padding: 5px 10px;
|
|
font-size: 12px;
|
|
border-radius: 1px;
|
|
}
|
|
.input-group-addon.input-lg {
|
|
padding: 10px 16px;
|
|
font-size: 17px;
|
|
border-radius: 3px;
|
|
}
|
|
.input-group-addon input[type="radio"],
|
|
.input-group-addon input[type="checkbox"] {
|
|
margin-top: 0;
|
|
}
|
|
.input-group .form-control:first-child,
|
|
.input-group-addon:first-child,
|
|
.input-group-btn:first-child > .btn,
|
|
.input-group-btn:first-child > .btn-group > .btn,
|
|
.input-group-btn:first-child > .dropdown-toggle,
|
|
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
|
|
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
|
|
border-bottom-right-radius: 0;
|
|
border-top-right-radius: 0;
|
|
}
|
|
.input-group-addon:first-child {
|
|
border-right: 0;
|
|
}
|
|
.input-group .form-control:last-child,
|
|
.input-group-addon:last-child,
|
|
.input-group-btn:last-child > .btn,
|
|
.input-group-btn:last-child > .btn-group > .btn,
|
|
.input-group-btn:last-child > .dropdown-toggle,
|
|
.input-group-btn:first-child > .btn:not(:first-child),
|
|
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
|
|
border-bottom-left-radius: 0;
|
|
border-top-left-radius: 0;
|
|
}
|
|
.input-group-addon:last-child {
|
|
border-left: 0;
|
|
}
|
|
.input-group-btn {
|
|
position: relative;
|
|
font-size: 0;
|
|
white-space: nowrap;
|
|
}
|
|
.input-group-btn > .btn {
|
|
position: relative;
|
|
}
|
|
.input-group-btn > .btn + .btn {
|
|
margin-left: -1px;
|
|
}
|
|
.input-group-btn > .btn:hover,
|
|
.input-group-btn > .btn:focus,
|
|
.input-group-btn > .btn:active {
|
|
z-index: 2;
|
|
}
|
|
.input-group-btn:first-child > .btn,
|
|
.input-group-btn:first-child > .btn-group {
|
|
margin-right: -1px;
|
|
}
|
|
.input-group-btn:last-child > .btn,
|
|
.input-group-btn:last-child > .btn-group {
|
|
z-index: 2;
|
|
margin-left: -1px;
|
|
}
|
|
.nav {
|
|
margin-bottom: 0;
|
|
padding-left: 0;
|
|
list-style: none;
|
|
}
|
|
.nav > li {
|
|
position: relative;
|
|
display: block;
|
|
}
|
|
.nav > li > a {
|
|
position: relative;
|
|
display: block;
|
|
padding: 10px 15px;
|
|
}
|
|
.nav > li > a:hover,
|
|
.nav > li > a:focus {
|
|
text-decoration: none;
|
|
background-color: #eeeeee;
|
|
}
|
|
.nav > li.disabled > a {
|
|
color: #777777;
|
|
}
|
|
.nav > li.disabled > a:hover,
|
|
.nav > li.disabled > a:focus {
|
|
color: #777777;
|
|
text-decoration: none;
|
|
background-color: transparent;
|
|
cursor: not-allowed;
|
|
}
|
|
.nav .open > a,
|
|
.nav .open > a:hover,
|
|
.nav .open > a:focus {
|
|
background-color: #eeeeee;
|
|
border-color: #337ab7;
|
|
}
|
|
.nav .nav-divider {
|
|
height: 1px;
|
|
margin: 8px 0;
|
|
overflow: hidden;
|
|
background-color: #e5e5e5;
|
|
}
|
|
.nav > li > a > img {
|
|
max-width: none;
|
|
}
|
|
.nav-tabs {
|
|
border-bottom: 1px solid #ddd;
|
|
}
|
|
.nav-tabs > li {
|
|
float: left;
|
|
margin-bottom: -1px;
|
|
}
|
|
.nav-tabs > li > a {
|
|
margin-right: 2px;
|
|
line-height: 1.42857143;
|
|
border: 1px solid transparent;
|
|
border-radius: 2px 2px 0 0;
|
|
}
|
|
.nav-tabs > li > a:hover {
|
|
border-color: #eeeeee #eeeeee #ddd;
|
|
}
|
|
.nav-tabs > li.active > a,
|
|
.nav-tabs > li.active > a:hover,
|
|
.nav-tabs > li.active > a:focus {
|
|
color: #555555;
|
|
background-color: #fff;
|
|
border: 1px solid #ddd;
|
|
border-bottom-color: transparent;
|
|
cursor: default;
|
|
}
|
|
.nav-tabs.nav-justified {
|
|
width: 100%;
|
|
border-bottom: 0;
|
|
}
|
|
.nav-tabs.nav-justified > li {
|
|
float: none;
|
|
}
|
|
.nav-tabs.nav-justified > li > a {
|
|
text-align: center;
|
|
margin-bottom: 5px;
|
|
}
|
|
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
|
|
top: auto;
|
|
left: auto;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.nav-tabs.nav-justified > li {
|
|
display: table-cell;
|
|
width: 1%;
|
|
}
|
|
.nav-tabs.nav-justified > li > a {
|
|
margin-bottom: 0;
|
|
}
|
|
}
|
|
.nav-tabs.nav-justified > li > a {
|
|
margin-right: 0;
|
|
border-radius: 2px;
|
|
}
|
|
.nav-tabs.nav-justified > .active > a,
|
|
.nav-tabs.nav-justified > .active > a:hover,
|
|
.nav-tabs.nav-justified > .active > a:focus {
|
|
border: 1px solid #ddd;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.nav-tabs.nav-justified > li > a {
|
|
border-bottom: 1px solid #ddd;
|
|
border-radius: 2px 2px 0 0;
|
|
}
|
|
.nav-tabs.nav-justified > .active > a,
|
|
.nav-tabs.nav-justified > .active > a:hover,
|
|
.nav-tabs.nav-justified > .active > a:focus {
|
|
border-bottom-color: #fff;
|
|
}
|
|
}
|
|
.nav-pills > li {
|
|
float: left;
|
|
}
|
|
.nav-pills > li > a {
|
|
border-radius: 2px;
|
|
}
|
|
.nav-pills > li + li {
|
|
margin-left: 2px;
|
|
}
|
|
.nav-pills > li.active > a,
|
|
.nav-pills > li.active > a:hover,
|
|
.nav-pills > li.active > a:focus {
|
|
color: #fff;
|
|
background-color: #337ab7;
|
|
}
|
|
.nav-stacked > li {
|
|
float: none;
|
|
}
|
|
.nav-stacked > li + li {
|
|
margin-top: 2px;
|
|
margin-left: 0;
|
|
}
|
|
.nav-justified {
|
|
width: 100%;
|
|
}
|
|
.nav-justified > li {
|
|
float: none;
|
|
}
|
|
.nav-justified > li > a {
|
|
text-align: center;
|
|
margin-bottom: 5px;
|
|
}
|
|
.nav-justified > .dropdown .dropdown-menu {
|
|
top: auto;
|
|
left: auto;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.nav-justified > li {
|
|
display: table-cell;
|
|
width: 1%;
|
|
}
|
|
.nav-justified > li > a {
|
|
margin-bottom: 0;
|
|
}
|
|
}
|
|
.nav-tabs-justified {
|
|
border-bottom: 0;
|
|
}
|
|
.nav-tabs-justified > li > a {
|
|
margin-right: 0;
|
|
border-radius: 2px;
|
|
}
|
|
.nav-tabs-justified > .active > a,
|
|
.nav-tabs-justified > .active > a:hover,
|
|
.nav-tabs-justified > .active > a:focus {
|
|
border: 1px solid #ddd;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.nav-tabs-justified > li > a {
|
|
border-bottom: 1px solid #ddd;
|
|
border-radius: 2px 2px 0 0;
|
|
}
|
|
.nav-tabs-justified > .active > a,
|
|
.nav-tabs-justified > .active > a:hover,
|
|
.nav-tabs-justified > .active > a:focus {
|
|
border-bottom-color: #fff;
|
|
}
|
|
}
|
|
.tab-content > .tab-pane {
|
|
display: none;
|
|
}
|
|
.tab-content > .active {
|
|
display: block;
|
|
}
|
|
.nav-tabs .dropdown-menu {
|
|
margin-top: -1px;
|
|
border-top-right-radius: 0;
|
|
border-top-left-radius: 0;
|
|
}
|
|
.navbar {
|
|
position: relative;
|
|
min-height: 30px;
|
|
margin-bottom: 18px;
|
|
border: 1px solid transparent;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar {
|
|
border-radius: 2px;
|
|
}
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-header {
|
|
float: left;
|
|
}
|
|
}
|
|
.navbar-collapse {
|
|
overflow-x: visible;
|
|
padding-right: 0px;
|
|
padding-left: 0px;
|
|
border-top: 1px solid transparent;
|
|
box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
|
|
-webkit-overflow-scrolling: touch;
|
|
}
|
|
.navbar-collapse.in {
|
|
overflow-y: auto;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-collapse {
|
|
width: auto;
|
|
border-top: 0;
|
|
box-shadow: none;
|
|
}
|
|
.navbar-collapse.collapse {
|
|
display: block !important;
|
|
height: auto !important;
|
|
padding-bottom: 0;
|
|
overflow: visible !important;
|
|
}
|
|
.navbar-collapse.in {
|
|
overflow-y: visible;
|
|
}
|
|
.navbar-fixed-top .navbar-collapse,
|
|
.navbar-static-top .navbar-collapse,
|
|
.navbar-fixed-bottom .navbar-collapse {
|
|
padding-left: 0;
|
|
padding-right: 0;
|
|
}
|
|
}
|
|
.navbar-fixed-top .navbar-collapse,
|
|
.navbar-fixed-bottom .navbar-collapse {
|
|
max-height: 340px;
|
|
}
|
|
@media (max-device-width: 540px) and (orientation: landscape) {
|
|
.navbar-fixed-top .navbar-collapse,
|
|
.navbar-fixed-bottom .navbar-collapse {
|
|
max-height: 200px;
|
|
}
|
|
}
|
|
.container > .navbar-header,
|
|
.container-fluid > .navbar-header,
|
|
.container > .navbar-collapse,
|
|
.container-fluid > .navbar-collapse {
|
|
margin-right: 0px;
|
|
margin-left: 0px;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.container > .navbar-header,
|
|
.container-fluid > .navbar-header,
|
|
.container > .navbar-collapse,
|
|
.container-fluid > .navbar-collapse {
|
|
margin-right: 0;
|
|
margin-left: 0;
|
|
}
|
|
}
|
|
.navbar-static-top {
|
|
z-index: 1000;
|
|
border-width: 0 0 1px;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-static-top {
|
|
border-radius: 0;
|
|
}
|
|
}
|
|
.navbar-fixed-top,
|
|
.navbar-fixed-bottom {
|
|
position: fixed;
|
|
right: 0;
|
|
left: 0;
|
|
z-index: 1030;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-fixed-top,
|
|
.navbar-fixed-bottom {
|
|
border-radius: 0;
|
|
}
|
|
}
|
|
.navbar-fixed-top {
|
|
top: 0;
|
|
border-width: 0 0 1px;
|
|
}
|
|
.navbar-fixed-bottom {
|
|
bottom: 0;
|
|
margin-bottom: 0;
|
|
border-width: 1px 0 0;
|
|
}
|
|
.navbar-brand {
|
|
float: left;
|
|
padding: 6px 0px;
|
|
font-size: 17px;
|
|
line-height: 18px;
|
|
height: 30px;
|
|
}
|
|
.navbar-brand:hover,
|
|
.navbar-brand:focus {
|
|
text-decoration: none;
|
|
}
|
|
.navbar-brand > img {
|
|
display: block;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar > .container .navbar-brand,
|
|
.navbar > .container-fluid .navbar-brand {
|
|
margin-left: 0px;
|
|
}
|
|
}
|
|
.navbar-toggle {
|
|
position: relative;
|
|
float: right;
|
|
margin-right: 0px;
|
|
padding: 9px 10px;
|
|
margin-top: -2px;
|
|
margin-bottom: -2px;
|
|
background-color: transparent;
|
|
background-image: none;
|
|
border: 1px solid transparent;
|
|
border-radius: 2px;
|
|
}
|
|
.navbar-toggle:focus {
|
|
outline: 0;
|
|
}
|
|
.navbar-toggle .icon-bar {
|
|
display: block;
|
|
width: 22px;
|
|
height: 2px;
|
|
border-radius: 1px;
|
|
}
|
|
.navbar-toggle .icon-bar + .icon-bar {
|
|
margin-top: 4px;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-toggle {
|
|
display: none;
|
|
}
|
|
}
|
|
.navbar-nav {
|
|
margin: 3px 0px;
|
|
}
|
|
.navbar-nav > li > a {
|
|
padding-top: 10px;
|
|
padding-bottom: 10px;
|
|
line-height: 18px;
|
|
}
|
|
@media (max-width: 540px) {
|
|
.navbar-nav .open .dropdown-menu {
|
|
position: static;
|
|
float: none;
|
|
width: auto;
|
|
margin-top: 0;
|
|
background-color: transparent;
|
|
border: 0;
|
|
box-shadow: none;
|
|
}
|
|
.navbar-nav .open .dropdown-menu > li > a,
|
|
.navbar-nav .open .dropdown-menu .dropdown-header {
|
|
padding: 5px 15px 5px 25px;
|
|
}
|
|
.navbar-nav .open .dropdown-menu > li > a {
|
|
line-height: 18px;
|
|
}
|
|
.navbar-nav .open .dropdown-menu > li > a:hover,
|
|
.navbar-nav .open .dropdown-menu > li > a:focus {
|
|
background-image: none;
|
|
}
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-nav {
|
|
float: left;
|
|
margin: 0;
|
|
}
|
|
.navbar-nav > li {
|
|
float: left;
|
|
}
|
|
.navbar-nav > li > a {
|
|
padding-top: 6px;
|
|
padding-bottom: 6px;
|
|
}
|
|
}
|
|
.navbar-form {
|
|
margin-left: 0px;
|
|
margin-right: 0px;
|
|
padding: 10px 0px;
|
|
border-top: 1px solid transparent;
|
|
border-bottom: 1px solid transparent;
|
|
-webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
|
|
box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
|
|
margin-top: -1px;
|
|
margin-bottom: -1px;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.navbar-form .form-group {
|
|
display: inline-block;
|
|
margin-bottom: 0;
|
|
vertical-align: middle;
|
|
}
|
|
.navbar-form .form-control {
|
|
display: inline-block;
|
|
width: auto;
|
|
vertical-align: middle;
|
|
}
|
|
.navbar-form .form-control-static {
|
|
display: inline-block;
|
|
}
|
|
.navbar-form .input-group {
|
|
display: inline-table;
|
|
vertical-align: middle;
|
|
}
|
|
.navbar-form .input-group .input-group-addon,
|
|
.navbar-form .input-group .input-group-btn,
|
|
.navbar-form .input-group .form-control {
|
|
width: auto;
|
|
}
|
|
.navbar-form .input-group > .form-control {
|
|
width: 100%;
|
|
}
|
|
.navbar-form .control-label {
|
|
margin-bottom: 0;
|
|
vertical-align: middle;
|
|
}
|
|
.navbar-form .radio,
|
|
.navbar-form .checkbox {
|
|
display: inline-block;
|
|
margin-top: 0;
|
|
margin-bottom: 0;
|
|
vertical-align: middle;
|
|
}
|
|
.navbar-form .radio label,
|
|
.navbar-form .checkbox label {
|
|
padding-left: 0;
|
|
}
|
|
.navbar-form .radio input[type="radio"],
|
|
.navbar-form .checkbox input[type="checkbox"] {
|
|
position: relative;
|
|
margin-left: 0;
|
|
}
|
|
.navbar-form .has-feedback .form-control-feedback {
|
|
top: 0;
|
|
}
|
|
}
|
|
@media (max-width: 540px) {
|
|
.navbar-form .form-group {
|
|
margin-bottom: 5px;
|
|
}
|
|
.navbar-form .form-group:last-child {
|
|
margin-bottom: 0;
|
|
}
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-form {
|
|
width: auto;
|
|
border: 0;
|
|
margin-left: 0;
|
|
margin-right: 0;
|
|
padding-top: 0;
|
|
padding-bottom: 0;
|
|
-webkit-box-shadow: none;
|
|
box-shadow: none;
|
|
}
|
|
}
|
|
.navbar-nav > li > .dropdown-menu {
|
|
margin-top: 0;
|
|
border-top-right-radius: 0;
|
|
border-top-left-radius: 0;
|
|
}
|
|
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
|
|
margin-bottom: 0;
|
|
border-top-right-radius: 2px;
|
|
border-top-left-radius: 2px;
|
|
border-bottom-right-radius: 0;
|
|
border-bottom-left-radius: 0;
|
|
}
|
|
.navbar-btn {
|
|
margin-top: -1px;
|
|
margin-bottom: -1px;
|
|
}
|
|
.navbar-btn.btn-sm {
|
|
margin-top: 0px;
|
|
margin-bottom: 0px;
|
|
}
|
|
.navbar-btn.btn-xs {
|
|
margin-top: 4px;
|
|
margin-bottom: 4px;
|
|
}
|
|
.navbar-text {
|
|
margin-top: 6px;
|
|
margin-bottom: 6px;
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-text {
|
|
float: left;
|
|
margin-left: 0px;
|
|
margin-right: 0px;
|
|
}
|
|
}
|
|
@media (min-width: 541px) {
|
|
.navbar-left {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
.navbar-right {
|
|
float: right !important;
|
|
float: right;
|
|
margin-right: 0px;
|
|
}
|
|
.navbar-right ~ .navbar-right {
|
|
margin-right: 0;
|
|
}
|
|
}
|
|
.navbar-default {
|
|
background-color: #f8f8f8;
|
|
border-color: #e7e7e7;
|
|
}
|
|
.navbar-default .navbar-brand {
|
|
color: #777;
|
|
}
|
|
.navbar-default .navbar-brand:hover,
|
|
.navbar-default .navbar-brand:focus {
|
|
color: #5e5e5e;
|
|
background-color: transparent;
|
|
}
|
|
.navbar-default .navbar-text {
|
|
color: #777;
|
|
}
|
|
.navbar-default .navbar-nav > li > a {
|
|
color: #777;
|
|
}
|
|
.navbar-default .navbar-nav > li > a:hover,
|
|
.navbar-default .navbar-nav > li > a:focus {
|
|
color: #333;
|
|
background-color: transparent;
|
|
}
|
|
.navbar-default .navbar-nav > .active > a,
|
|
.navbar-default .navbar-nav > .active > a:hover,
|
|
.navbar-default .navbar-nav > .active > a:focus {
|
|
color: #555;
|
|
background-color: #e7e7e7;
|
|
}
|
|
.navbar-default .navbar-nav > .disabled > a,
|
|
.navbar-default .navbar-nav > .disabled > a:hover,
|
|
.navbar-default .navbar-nav > .disabled > a:focus {
|
|
color: #ccc;
|
|
background-color: transparent;
|
|
}
|
|
.navbar-default .navbar-toggle {
|
|
border-color: #ddd;
|
|
}
|
|
.navbar-default .navbar-toggle:hover,
|
|
.navbar-default .navbar-toggle:focus {
|
|
background-color: #ddd;
|
|
}
|
|
.navbar-default .navbar-toggle .icon-bar {
|
|
background-color: #888;
|
|
}
|
|
.navbar-default .navbar-collapse,
|
|
.navbar-default .navbar-form {
|
|
border-color: #e7e7e7;
|
|
}
|
|
.navbar-default .navbar-nav > .open > a,
|
|
.navbar-default .navbar-nav > .open > a:hover,
|
|
.navbar-default .navbar-nav > .open > a:focus {
|
|
background-color: #e7e7e7;
|
|
color: #555;
|
|
}
|
|
@media (max-width: 540px) {
|
|
.navbar-default .navbar-nav .open .dropdown-menu > li > a {
|
|
color: #777;
|
|
}
|
|
.navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
|
|
.navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
|
|
color: #333;
|
|
background-color: transparent;
|
|
}
|
|
.navbar-default .navbar-nav .open .dropdown-menu > .active > a,
|
|
.navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
|
|
.navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
|
|
color: #555;
|
|
background-color: #e7e7e7;
|
|
}
|
|
.navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
|
|
.navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
|
|
.navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
|
|
color: #ccc;
|
|
background-color: transparent;
|
|
}
|
|
}
|
|
.navbar-default .navbar-link {
|
|
color: #777;
|
|
}
|
|
.navbar-default .navbar-link:hover {
|
|
color: #333;
|
|
}
|
|
.navbar-default .btn-link {
|
|
color: #777;
|
|
}
|
|
.navbar-default .btn-link:hover,
|
|
.navbar-default .btn-link:focus {
|
|
color: #333;
|
|
}
|
|
.navbar-default .btn-link[disabled]:hover,
|
|
fieldset[disabled] .navbar-default .btn-link:hover,
|
|
.navbar-default .btn-link[disabled]:focus,
|
|
fieldset[disabled] .navbar-default .btn-link:focus {
|
|
color: #ccc;
|
|
}
|
|
.navbar-inverse {
|
|
background-color: #222;
|
|
border-color: #080808;
|
|
}
|
|
.navbar-inverse .navbar-brand {
|
|
color: #9d9d9d;
|
|
}
|
|
.navbar-inverse .navbar-brand:hover,
|
|
.navbar-inverse .navbar-brand:focus {
|
|
color: #fff;
|
|
background-color: transparent;
|
|
}
|
|
.navbar-inverse .navbar-text {
|
|
color: #9d9d9d;
|
|
}
|
|
.navbar-inverse .navbar-nav > li > a {
|
|
color: #9d9d9d;
|
|
}
|
|
.navbar-inverse .navbar-nav > li > a:hover,
|
|
.navbar-inverse .navbar-nav > li > a:focus {
|
|
color: #fff;
|
|
background-color: transparent;
|
|
}
|
|
.navbar-inverse .navbar-nav > .active > a,
|
|
.navbar-inverse .navbar-nav > .active > a:hover,
|
|
.navbar-inverse .navbar-nav > .active > a:focus {
|
|
color: #fff;
|
|
background-color: #080808;
|
|
}
|
|
.navbar-inverse .navbar-nav > .disabled > a,
|
|
.navbar-inverse .navbar-nav > .disabled > a:hover,
|
|
.navbar-inverse .navbar-nav > .disabled > a:focus {
|
|
color: #444;
|
|
background-color: transparent;
|
|
}
|
|
.navbar-inverse .navbar-toggle {
|
|
border-color: #333;
|
|
}
|
|
.navbar-inverse .navbar-toggle:hover,
|
|
.navbar-inverse .navbar-toggle:focus {
|
|
background-color: #333;
|
|
}
|
|
.navbar-inverse .navbar-toggle .icon-bar {
|
|
background-color: #fff;
|
|
}
|
|
.navbar-inverse .navbar-collapse,
|
|
.navbar-inverse .navbar-form {
|
|
border-color: #101010;
|
|
}
|
|
.navbar-inverse .navbar-nav > .open > a,
|
|
.navbar-inverse .navbar-nav > .open > a:hover,
|
|
.navbar-inverse .navbar-nav > .open > a:focus {
|
|
background-color: #080808;
|
|
color: #fff;
|
|
}
|
|
@media (max-width: 540px) {
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
|
|
border-color: #080808;
|
|
}
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu .divider {
|
|
background-color: #080808;
|
|
}
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
|
|
color: #9d9d9d;
|
|
}
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
|
|
color: #fff;
|
|
background-color: transparent;
|
|
}
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
|
|
color: #fff;
|
|
background-color: #080808;
|
|
}
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
|
|
.navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
|
|
color: #444;
|
|
background-color: transparent;
|
|
}
|
|
}
|
|
.navbar-inverse .navbar-link {
|
|
color: #9d9d9d;
|
|
}
|
|
.navbar-inverse .navbar-link:hover {
|
|
color: #fff;
|
|
}
|
|
.navbar-inverse .btn-link {
|
|
color: #9d9d9d;
|
|
}
|
|
.navbar-inverse .btn-link:hover,
|
|
.navbar-inverse .btn-link:focus {
|
|
color: #fff;
|
|
}
|
|
.navbar-inverse .btn-link[disabled]:hover,
|
|
fieldset[disabled] .navbar-inverse .btn-link:hover,
|
|
.navbar-inverse .btn-link[disabled]:focus,
|
|
fieldset[disabled] .navbar-inverse .btn-link:focus {
|
|
color: #444;
|
|
}
|
|
.breadcrumb {
|
|
padding: 8px 15px;
|
|
margin-bottom: 18px;
|
|
list-style: none;
|
|
background-color: #f5f5f5;
|
|
border-radius: 2px;
|
|
}
|
|
.breadcrumb > li {
|
|
display: inline-block;
|
|
}
|
|
.breadcrumb > li + li:before {
|
|
content: "/\00a0";
|
|
padding: 0 5px;
|
|
color: #5e5e5e;
|
|
}
|
|
.breadcrumb > .active {
|
|
color: #777777;
|
|
}
|
|
.pagination {
|
|
display: inline-block;
|
|
padding-left: 0;
|
|
margin: 18px 0;
|
|
border-radius: 2px;
|
|
}
|
|
.pagination > li {
|
|
display: inline;
|
|
}
|
|
.pagination > li > a,
|
|
.pagination > li > span {
|
|
position: relative;
|
|
float: left;
|
|
padding: 6px 12px;
|
|
line-height: 1.42857143;
|
|
text-decoration: none;
|
|
color: #337ab7;
|
|
background-color: #fff;
|
|
border: 1px solid #ddd;
|
|
margin-left: -1px;
|
|
}
|
|
.pagination > li:first-child > a,
|
|
.pagination > li:first-child > span {
|
|
margin-left: 0;
|
|
border-bottom-left-radius: 2px;
|
|
border-top-left-radius: 2px;
|
|
}
|
|
.pagination > li:last-child > a,
|
|
.pagination > li:last-child > span {
|
|
border-bottom-right-radius: 2px;
|
|
border-top-right-radius: 2px;
|
|
}
|
|
.pagination > li > a:hover,
|
|
.pagination > li > span:hover,
|
|
.pagination > li > a:focus,
|
|
.pagination > li > span:focus {
|
|
z-index: 2;
|
|
color: #23527c;
|
|
background-color: #eeeeee;
|
|
border-color: #ddd;
|
|
}
|
|
.pagination > .active > a,
|
|
.pagination > .active > span,
|
|
.pagination > .active > a:hover,
|
|
.pagination > .active > span:hover,
|
|
.pagination > .active > a:focus,
|
|
.pagination > .active > span:focus {
|
|
z-index: 3;
|
|
color: #fff;
|
|
background-color: #337ab7;
|
|
border-color: #337ab7;
|
|
cursor: default;
|
|
}
|
|
.pagination > .disabled > span,
|
|
.pagination > .disabled > span:hover,
|
|
.pagination > .disabled > span:focus,
|
|
.pagination > .disabled > a,
|
|
.pagination > .disabled > a:hover,
|
|
.pagination > .disabled > a:focus {
|
|
color: #777777;
|
|
background-color: #fff;
|
|
border-color: #ddd;
|
|
cursor: not-allowed;
|
|
}
|
|
.pagination-lg > li > a,
|
|
.pagination-lg > li > span {
|
|
padding: 10px 16px;
|
|
font-size: 17px;
|
|
line-height: 1.3333333;
|
|
}
|
|
.pagination-lg > li:first-child > a,
|
|
.pagination-lg > li:first-child > span {
|
|
border-bottom-left-radius: 3px;
|
|
border-top-left-radius: 3px;
|
|
}
|
|
.pagination-lg > li:last-child > a,
|
|
.pagination-lg > li:last-child > span {
|
|
border-bottom-right-radius: 3px;
|
|
border-top-right-radius: 3px;
|
|
}
|
|
.pagination-sm > li > a,
|
|
.pagination-sm > li > span {
|
|
padding: 5px 10px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
}
|
|
.pagination-sm > li:first-child > a,
|
|
.pagination-sm > li:first-child > span {
|
|
border-bottom-left-radius: 1px;
|
|
border-top-left-radius: 1px;
|
|
}
|
|
.pagination-sm > li:last-child > a,
|
|
.pagination-sm > li:last-child > span {
|
|
border-bottom-right-radius: 1px;
|
|
border-top-right-radius: 1px;
|
|
}
|
|
.pager {
|
|
padding-left: 0;
|
|
margin: 18px 0;
|
|
list-style: none;
|
|
text-align: center;
|
|
}
|
|
.pager li {
|
|
display: inline;
|
|
}
|
|
.pager li > a,
|
|
.pager li > span {
|
|
display: inline-block;
|
|
padding: 5px 14px;
|
|
background-color: #fff;
|
|
border: 1px solid #ddd;
|
|
border-radius: 15px;
|
|
}
|
|
.pager li > a:hover,
|
|
.pager li > a:focus {
|
|
text-decoration: none;
|
|
background-color: #eeeeee;
|
|
}
|
|
.pager .next > a,
|
|
.pager .next > span {
|
|
float: right;
|
|
}
|
|
.pager .previous > a,
|
|
.pager .previous > span {
|
|
float: left;
|
|
}
|
|
.pager .disabled > a,
|
|
.pager .disabled > a:hover,
|
|
.pager .disabled > a:focus,
|
|
.pager .disabled > span {
|
|
color: #777777;
|
|
background-color: #fff;
|
|
cursor: not-allowed;
|
|
}
|
|
.label {
|
|
display: inline;
|
|
padding: .2em .6em .3em;
|
|
font-size: 75%;
|
|
font-weight: bold;
|
|
line-height: 1;
|
|
color: #fff;
|
|
text-align: center;
|
|
white-space: nowrap;
|
|
vertical-align: baseline;
|
|
border-radius: .25em;
|
|
}
|
|
a.label:hover,
|
|
a.label:focus {
|
|
color: #fff;
|
|
text-decoration: none;
|
|
cursor: pointer;
|
|
}
|
|
.label:empty {
|
|
display: none;
|
|
}
|
|
.btn .label {
|
|
position: relative;
|
|
top: -1px;
|
|
}
|
|
.label-default {
|
|
background-color: #777777;
|
|
}
|
|
.label-default[href]:hover,
|
|
.label-default[href]:focus {
|
|
background-color: #5e5e5e;
|
|
}
|
|
.label-primary {
|
|
background-color: #337ab7;
|
|
}
|
|
.label-primary[href]:hover,
|
|
.label-primary[href]:focus {
|
|
background-color: #286090;
|
|
}
|
|
.label-success {
|
|
background-color: #5cb85c;
|
|
}
|
|
.label-success[href]:hover,
|
|
.label-success[href]:focus {
|
|
background-color: #449d44;
|
|
}
|
|
.label-info {
|
|
background-color: #5bc0de;
|
|
}
|
|
.label-info[href]:hover,
|
|
.label-info[href]:focus {
|
|
background-color: #31b0d5;
|
|
}
|
|
.label-warning {
|
|
background-color: #f0ad4e;
|
|
}
|
|
.label-warning[href]:hover,
|
|
.label-warning[href]:focus {
|
|
background-color: #ec971f;
|
|
}
|
|
.label-danger {
|
|
background-color: #d9534f;
|
|
}
|
|
.label-danger[href]:hover,
|
|
.label-danger[href]:focus {
|
|
background-color: #c9302c;
|
|
}
|
|
.badge {
|
|
display: inline-block;
|
|
min-width: 10px;
|
|
padding: 3px 7px;
|
|
font-size: 12px;
|
|
font-weight: bold;
|
|
color: #fff;
|
|
line-height: 1;
|
|
vertical-align: middle;
|
|
white-space: nowrap;
|
|
text-align: center;
|
|
background-color: #777777;
|
|
border-radius: 10px;
|
|
}
|
|
.badge:empty {
|
|
display: none;
|
|
}
|
|
.btn .badge {
|
|
position: relative;
|
|
top: -1px;
|
|
}
|
|
.btn-xs .badge,
|
|
.btn-group-xs > .btn .badge {
|
|
top: 0;
|
|
padding: 1px 5px;
|
|
}
|
|
a.badge:hover,
|
|
a.badge:focus {
|
|
color: #fff;
|
|
text-decoration: none;
|
|
cursor: pointer;
|
|
}
|
|
.list-group-item.active > .badge,
|
|
.nav-pills > .active > a > .badge {
|
|
color: #337ab7;
|
|
background-color: #fff;
|
|
}
|
|
.list-group-item > .badge {
|
|
float: right;
|
|
}
|
|
.list-group-item > .badge + .badge {
|
|
margin-right: 5px;
|
|
}
|
|
.nav-pills > li > a > .badge {
|
|
margin-left: 3px;
|
|
}
|
|
.jumbotron {
|
|
padding-top: 30px;
|
|
padding-bottom: 30px;
|
|
margin-bottom: 30px;
|
|
color: inherit;
|
|
background-color: #eeeeee;
|
|
}
|
|
.jumbotron h1,
|
|
.jumbotron .h1 {
|
|
color: inherit;
|
|
}
|
|
.jumbotron p {
|
|
margin-bottom: 15px;
|
|
font-size: 20px;
|
|
font-weight: 200;
|
|
}
|
|
.jumbotron > hr {
|
|
border-top-color: #d5d5d5;
|
|
}
|
|
.container .jumbotron,
|
|
.container-fluid .jumbotron {
|
|
border-radius: 3px;
|
|
padding-left: 0px;
|
|
padding-right: 0px;
|
|
}
|
|
.jumbotron .container {
|
|
max-width: 100%;
|
|
}
|
|
@media screen and (min-width: 768px) {
|
|
.jumbotron {
|
|
padding-top: 48px;
|
|
padding-bottom: 48px;
|
|
}
|
|
.container .jumbotron,
|
|
.container-fluid .jumbotron {
|
|
padding-left: 60px;
|
|
padding-right: 60px;
|
|
}
|
|
.jumbotron h1,
|
|
.jumbotron .h1 {
|
|
font-size: 59px;
|
|
}
|
|
}
|
|
.thumbnail {
|
|
display: block;
|
|
padding: 4px;
|
|
margin-bottom: 18px;
|
|
line-height: 1.42857143;
|
|
background-color: #fff;
|
|
border: 1px solid #ddd;
|
|
border-radius: 2px;
|
|
-webkit-transition: border 0.2s ease-in-out;
|
|
-o-transition: border 0.2s ease-in-out;
|
|
transition: border 0.2s ease-in-out;
|
|
}
|
|
.thumbnail > img,
|
|
.thumbnail a > img {
|
|
margin-left: auto;
|
|
margin-right: auto;
|
|
}
|
|
a.thumbnail:hover,
|
|
a.thumbnail:focus,
|
|
a.thumbnail.active {
|
|
border-color: #337ab7;
|
|
}
|
|
.thumbnail .caption {
|
|
padding: 9px;
|
|
color: #000;
|
|
}
|
|
.alert {
|
|
padding: 15px;
|
|
margin-bottom: 18px;
|
|
border: 1px solid transparent;
|
|
border-radius: 2px;
|
|
}
|
|
.alert h4 {
|
|
margin-top: 0;
|
|
color: inherit;
|
|
}
|
|
.alert .alert-link {
|
|
font-weight: bold;
|
|
}
|
|
.alert > p,
|
|
.alert > ul {
|
|
margin-bottom: 0;
|
|
}
|
|
.alert > p + p {
|
|
margin-top: 5px;
|
|
}
|
|
.alert-dismissable,
|
|
.alert-dismissible {
|
|
padding-right: 35px;
|
|
}
|
|
.alert-dismissable .close,
|
|
.alert-dismissible .close {
|
|
position: relative;
|
|
top: -2px;
|
|
right: -21px;
|
|
color: inherit;
|
|
}
|
|
.alert-success {
|
|
background-color: #dff0d8;
|
|
border-color: #d6e9c6;
|
|
color: #3c763d;
|
|
}
|
|
.alert-success hr {
|
|
border-top-color: #c9e2b3;
|
|
}
|
|
.alert-success .alert-link {
|
|
color: #2b542c;
|
|
}
|
|
.alert-info {
|
|
background-color: #d9edf7;
|
|
border-color: #bce8f1;
|
|
color: #31708f;
|
|
}
|
|
.alert-info hr {
|
|
border-top-color: #a6e1ec;
|
|
}
|
|
.alert-info .alert-link {
|
|
color: #245269;
|
|
}
|
|
.alert-warning {
|
|
background-color: #fcf8e3;
|
|
border-color: #faebcc;
|
|
color: #8a6d3b;
|
|
}
|
|
.alert-warning hr {
|
|
border-top-color: #f7e1b5;
|
|
}
|
|
.alert-warning .alert-link {
|
|
color: #66512c;
|
|
}
|
|
.alert-danger {
|
|
background-color: #f2dede;
|
|
border-color: #ebccd1;
|
|
color: #a94442;
|
|
}
|
|
.alert-danger hr {
|
|
border-top-color: #e4b9c0;
|
|
}
|
|
.alert-danger .alert-link {
|
|
color: #843534;
|
|
}
|
|
@-webkit-keyframes progress-bar-stripes {
|
|
from {
|
|
background-position: 40px 0;
|
|
}
|
|
to {
|
|
background-position: 0 0;
|
|
}
|
|
}
|
|
@keyframes progress-bar-stripes {
|
|
from {
|
|
background-position: 40px 0;
|
|
}
|
|
to {
|
|
background-position: 0 0;
|
|
}
|
|
}
|
|
.progress {
|
|
overflow: hidden;
|
|
height: 18px;
|
|
margin-bottom: 18px;
|
|
background-color: #f5f5f5;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
|
|
box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
|
|
}
|
|
.progress-bar {
|
|
float: left;
|
|
width: 0%;
|
|
height: 100%;
|
|
font-size: 12px;
|
|
line-height: 18px;
|
|
color: #fff;
|
|
text-align: center;
|
|
background-color: #337ab7;
|
|
-webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
|
|
box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
|
|
-webkit-transition: width 0.6s ease;
|
|
-o-transition: width 0.6s ease;
|
|
transition: width 0.6s ease;
|
|
}
|
|
.progress-striped .progress-bar,
|
|
.progress-bar-striped {
|
|
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-size: 40px 40px;
|
|
}
|
|
.progress.active .progress-bar,
|
|
.progress-bar.active {
|
|
-webkit-animation: progress-bar-stripes 2s linear infinite;
|
|
-o-animation: progress-bar-stripes 2s linear infinite;
|
|
animation: progress-bar-stripes 2s linear infinite;
|
|
}
|
|
.progress-bar-success {
|
|
background-color: #5cb85c;
|
|
}
|
|
.progress-striped .progress-bar-success {
|
|
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
}
|
|
.progress-bar-info {
|
|
background-color: #5bc0de;
|
|
}
|
|
.progress-striped .progress-bar-info {
|
|
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
}
|
|
.progress-bar-warning {
|
|
background-color: #f0ad4e;
|
|
}
|
|
.progress-striped .progress-bar-warning {
|
|
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
}
|
|
.progress-bar-danger {
|
|
background-color: #d9534f;
|
|
}
|
|
.progress-striped .progress-bar-danger {
|
|
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
|
|
}
|
|
.media {
|
|
margin-top: 15px;
|
|
}
|
|
.media:first-child {
|
|
margin-top: 0;
|
|
}
|
|
.media,
|
|
.media-body {
|
|
zoom: 1;
|
|
overflow: hidden;
|
|
}
|
|
.media-body {
|
|
width: 10000px;
|
|
}
|
|
.media-object {
|
|
display: block;
|
|
}
|
|
.media-object.img-thumbnail {
|
|
max-width: none;
|
|
}
|
|
.media-right,
|
|
.media > .pull-right {
|
|
padding-left: 10px;
|
|
}
|
|
.media-left,
|
|
.media > .pull-left {
|
|
padding-right: 10px;
|
|
}
|
|
.media-left,
|
|
.media-right,
|
|
.media-body {
|
|
display: table-cell;
|
|
vertical-align: top;
|
|
}
|
|
.media-middle {
|
|
vertical-align: middle;
|
|
}
|
|
.media-bottom {
|
|
vertical-align: bottom;
|
|
}
|
|
.media-heading {
|
|
margin-top: 0;
|
|
margin-bottom: 5px;
|
|
}
|
|
.media-list {
|
|
padding-left: 0;
|
|
list-style: none;
|
|
}
|
|
.list-group {
|
|
margin-bottom: 20px;
|
|
padding-left: 0;
|
|
}
|
|
.list-group-item {
|
|
position: relative;
|
|
display: block;
|
|
padding: 10px 15px;
|
|
margin-bottom: -1px;
|
|
background-color: #fff;
|
|
border: 1px solid #ddd;
|
|
}
|
|
.list-group-item:first-child {
|
|
border-top-right-radius: 2px;
|
|
border-top-left-radius: 2px;
|
|
}
|
|
.list-group-item:last-child {
|
|
margin-bottom: 0;
|
|
border-bottom-right-radius: 2px;
|
|
border-bottom-left-radius: 2px;
|
|
}
|
|
a.list-group-item,
|
|
button.list-group-item {
|
|
color: #555;
|
|
}
|
|
a.list-group-item .list-group-item-heading,
|
|
button.list-group-item .list-group-item-heading {
|
|
color: #333;
|
|
}
|
|
a.list-group-item:hover,
|
|
button.list-group-item:hover,
|
|
a.list-group-item:focus,
|
|
button.list-group-item:focus {
|
|
text-decoration: none;
|
|
color: #555;
|
|
background-color: #f5f5f5;
|
|
}
|
|
button.list-group-item {
|
|
width: 100%;
|
|
text-align: left;
|
|
}
|
|
.list-group-item.disabled,
|
|
.list-group-item.disabled:hover,
|
|
.list-group-item.disabled:focus {
|
|
background-color: #eeeeee;
|
|
color: #777777;
|
|
cursor: not-allowed;
|
|
}
|
|
.list-group-item.disabled .list-group-item-heading,
|
|
.list-group-item.disabled:hover .list-group-item-heading,
|
|
.list-group-item.disabled:focus .list-group-item-heading {
|
|
color: inherit;
|
|
}
|
|
.list-group-item.disabled .list-group-item-text,
|
|
.list-group-item.disabled:hover .list-group-item-text,
|
|
.list-group-item.disabled:focus .list-group-item-text {
|
|
color: #777777;
|
|
}
|
|
.list-group-item.active,
|
|
.list-group-item.active:hover,
|
|
.list-group-item.active:focus {
|
|
z-index: 2;
|
|
color: #fff;
|
|
background-color: #337ab7;
|
|
border-color: #337ab7;
|
|
}
|
|
.list-group-item.active .list-group-item-heading,
|
|
.list-group-item.active:hover .list-group-item-heading,
|
|
.list-group-item.active:focus .list-group-item-heading,
|
|
.list-group-item.active .list-group-item-heading > small,
|
|
.list-group-item.active:hover .list-group-item-heading > small,
|
|
.list-group-item.active:focus .list-group-item-heading > small,
|
|
.list-group-item.active .list-group-item-heading > .small,
|
|
.list-group-item.active:hover .list-group-item-heading > .small,
|
|
.list-group-item.active:focus .list-group-item-heading > .small {
|
|
color: inherit;
|
|
}
|
|
.list-group-item.active .list-group-item-text,
|
|
.list-group-item.active:hover .list-group-item-text,
|
|
.list-group-item.active:focus .list-group-item-text {
|
|
color: #c7ddef;
|
|
}
|
|
.list-group-item-success {
|
|
color: #3c763d;
|
|
background-color: #dff0d8;
|
|
}
|
|
a.list-group-item-success,
|
|
button.list-group-item-success {
|
|
color: #3c763d;
|
|
}
|
|
a.list-group-item-success .list-group-item-heading,
|
|
button.list-group-item-success .list-group-item-heading {
|
|
color: inherit;
|
|
}
|
|
a.list-group-item-success:hover,
|
|
button.list-group-item-success:hover,
|
|
a.list-group-item-success:focus,
|
|
button.list-group-item-success:focus {
|
|
color: #3c763d;
|
|
background-color: #d0e9c6;
|
|
}
|
|
a.list-group-item-success.active,
|
|
button.list-group-item-success.active,
|
|
a.list-group-item-success.active:hover,
|
|
button.list-group-item-success.active:hover,
|
|
a.list-group-item-success.active:focus,
|
|
button.list-group-item-success.active:focus {
|
|
color: #fff;
|
|
background-color: #3c763d;
|
|
border-color: #3c763d;
|
|
}
|
|
.list-group-item-info {
|
|
color: #31708f;
|
|
background-color: #d9edf7;
|
|
}
|
|
a.list-group-item-info,
|
|
button.list-group-item-info {
|
|
color: #31708f;
|
|
}
|
|
a.list-group-item-info .list-group-item-heading,
|
|
button.list-group-item-info .list-group-item-heading {
|
|
color: inherit;
|
|
}
|
|
a.list-group-item-info:hover,
|
|
button.list-group-item-info:hover,
|
|
a.list-group-item-info:focus,
|
|
button.list-group-item-info:focus {
|
|
color: #31708f;
|
|
background-color: #c4e3f3;
|
|
}
|
|
a.list-group-item-info.active,
|
|
button.list-group-item-info.active,
|
|
a.list-group-item-info.active:hover,
|
|
button.list-group-item-info.active:hover,
|
|
a.list-group-item-info.active:focus,
|
|
button.list-group-item-info.active:focus {
|
|
color: #fff;
|
|
background-color: #31708f;
|
|
border-color: #31708f;
|
|
}
|
|
.list-group-item-warning {
|
|
color: #8a6d3b;
|
|
background-color: #fcf8e3;
|
|
}
|
|
a.list-group-item-warning,
|
|
button.list-group-item-warning {
|
|
color: #8a6d3b;
|
|
}
|
|
a.list-group-item-warning .list-group-item-heading,
|
|
button.list-group-item-warning .list-group-item-heading {
|
|
color: inherit;
|
|
}
|
|
a.list-group-item-warning:hover,
|
|
button.list-group-item-warning:hover,
|
|
a.list-group-item-warning:focus,
|
|
button.list-group-item-warning:focus {
|
|
color: #8a6d3b;
|
|
background-color: #faf2cc;
|
|
}
|
|
a.list-group-item-warning.active,
|
|
button.list-group-item-warning.active,
|
|
a.list-group-item-warning.active:hover,
|
|
button.list-group-item-warning.active:hover,
|
|
a.list-group-item-warning.active:focus,
|
|
button.list-group-item-warning.active:focus {
|
|
color: #fff;
|
|
background-color: #8a6d3b;
|
|
border-color: #8a6d3b;
|
|
}
|
|
.list-group-item-danger {
|
|
color: #a94442;
|
|
background-color: #f2dede;
|
|
}
|
|
a.list-group-item-danger,
|
|
button.list-group-item-danger {
|
|
color: #a94442;
|
|
}
|
|
a.list-group-item-danger .list-group-item-heading,
|
|
button.list-group-item-danger .list-group-item-heading {
|
|
color: inherit;
|
|
}
|
|
a.list-group-item-danger:hover,
|
|
button.list-group-item-danger:hover,
|
|
a.list-group-item-danger:focus,
|
|
button.list-group-item-danger:focus {
|
|
color: #a94442;
|
|
background-color: #ebcccc;
|
|
}
|
|
a.list-group-item-danger.active,
|
|
button.list-group-item-danger.active,
|
|
a.list-group-item-danger.active:hover,
|
|
button.list-group-item-danger.active:hover,
|
|
a.list-group-item-danger.active:focus,
|
|
button.list-group-item-danger.active:focus {
|
|
color: #fff;
|
|
background-color: #a94442;
|
|
border-color: #a94442;
|
|
}
|
|
.list-group-item-heading {
|
|
margin-top: 0;
|
|
margin-bottom: 5px;
|
|
}
|
|
.list-group-item-text {
|
|
margin-bottom: 0;
|
|
line-height: 1.3;
|
|
}
|
|
.panel {
|
|
margin-bottom: 18px;
|
|
background-color: #fff;
|
|
border: 1px solid transparent;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
|
|
box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
|
|
}
|
|
.panel-body {
|
|
padding: 15px;
|
|
}
|
|
.panel-heading {
|
|
padding: 10px 15px;
|
|
border-bottom: 1px solid transparent;
|
|
border-top-right-radius: 1px;
|
|
border-top-left-radius: 1px;
|
|
}
|
|
.panel-heading > .dropdown .dropdown-toggle {
|
|
color: inherit;
|
|
}
|
|
.panel-title {
|
|
margin-top: 0;
|
|
margin-bottom: 0;
|
|
font-size: 15px;
|
|
color: inherit;
|
|
}
|
|
.panel-title > a,
|
|
.panel-title > small,
|
|
.panel-title > .small,
|
|
.panel-title > small > a,
|
|
.panel-title > .small > a {
|
|
color: inherit;
|
|
}
|
|
.panel-footer {
|
|
padding: 10px 15px;
|
|
background-color: #f5f5f5;
|
|
border-top: 1px solid #ddd;
|
|
border-bottom-right-radius: 1px;
|
|
border-bottom-left-radius: 1px;
|
|
}
|
|
.panel > .list-group,
|
|
.panel > .panel-collapse > .list-group {
|
|
margin-bottom: 0;
|
|
}
|
|
.panel > .list-group .list-group-item,
|
|
.panel > .panel-collapse > .list-group .list-group-item {
|
|
border-width: 1px 0;
|
|
border-radius: 0;
|
|
}
|
|
.panel > .list-group:first-child .list-group-item:first-child,
|
|
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
|
|
border-top: 0;
|
|
border-top-right-radius: 1px;
|
|
border-top-left-radius: 1px;
|
|
}
|
|
.panel > .list-group:last-child .list-group-item:last-child,
|
|
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
|
|
border-bottom: 0;
|
|
border-bottom-right-radius: 1px;
|
|
border-bottom-left-radius: 1px;
|
|
}
|
|
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
|
|
border-top-right-radius: 0;
|
|
border-top-left-radius: 0;
|
|
}
|
|
.panel-heading + .list-group .list-group-item:first-child {
|
|
border-top-width: 0;
|
|
}
|
|
.list-group + .panel-footer {
|
|
border-top-width: 0;
|
|
}
|
|
.panel > .table,
|
|
.panel > .table-responsive > .table,
|
|
.panel > .panel-collapse > .table {
|
|
margin-bottom: 0;
|
|
}
|
|
.panel > .table caption,
|
|
.panel > .table-responsive > .table caption,
|
|
.panel > .panel-collapse > .table caption {
|
|
padding-left: 15px;
|
|
padding-right: 15px;
|
|
}
|
|
.panel > .table:first-child,
|
|
.panel > .table-responsive:first-child > .table:first-child {
|
|
border-top-right-radius: 1px;
|
|
border-top-left-radius: 1px;
|
|
}
|
|
.panel > .table:first-child > thead:first-child > tr:first-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
|
|
.panel > .table:first-child > tbody:first-child > tr:first-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
|
|
border-top-left-radius: 1px;
|
|
border-top-right-radius: 1px;
|
|
}
|
|
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
|
|
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
|
|
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
|
|
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
|
|
border-top-left-radius: 1px;
|
|
}
|
|
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
|
|
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
|
|
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
|
|
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
|
|
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
|
|
border-top-right-radius: 1px;
|
|
}
|
|
.panel > .table:last-child,
|
|
.panel > .table-responsive:last-child > .table:last-child {
|
|
border-bottom-right-radius: 1px;
|
|
border-bottom-left-radius: 1px;
|
|
}
|
|
.panel > .table:last-child > tbody:last-child > tr:last-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
|
|
.panel > .table:last-child > tfoot:last-child > tr:last-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
|
|
border-bottom-left-radius: 1px;
|
|
border-bottom-right-radius: 1px;
|
|
}
|
|
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
|
|
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
|
|
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
|
|
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
|
|
border-bottom-left-radius: 1px;
|
|
}
|
|
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
|
|
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
|
|
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
|
|
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
|
|
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
|
|
border-bottom-right-radius: 1px;
|
|
}
|
|
.panel > .panel-body + .table,
|
|
.panel > .panel-body + .table-responsive,
|
|
.panel > .table + .panel-body,
|
|
.panel > .table-responsive + .panel-body {
|
|
border-top: 1px solid #ddd;
|
|
}
|
|
.panel > .table > tbody:first-child > tr:first-child th,
|
|
.panel > .table > tbody:first-child > tr:first-child td {
|
|
border-top: 0;
|
|
}
|
|
.panel > .table-bordered,
|
|
.panel > .table-responsive > .table-bordered {
|
|
border: 0;
|
|
}
|
|
.panel > .table-bordered > thead > tr > th:first-child,
|
|
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
|
|
.panel > .table-bordered > tbody > tr > th:first-child,
|
|
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
|
|
.panel > .table-bordered > tfoot > tr > th:first-child,
|
|
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
|
|
.panel > .table-bordered > thead > tr > td:first-child,
|
|
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
|
|
.panel > .table-bordered > tbody > tr > td:first-child,
|
|
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
|
|
.panel > .table-bordered > tfoot > tr > td:first-child,
|
|
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
|
|
border-left: 0;
|
|
}
|
|
.panel > .table-bordered > thead > tr > th:last-child,
|
|
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
|
|
.panel > .table-bordered > tbody > tr > th:last-child,
|
|
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
|
|
.panel > .table-bordered > tfoot > tr > th:last-child,
|
|
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
|
|
.panel > .table-bordered > thead > tr > td:last-child,
|
|
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
|
|
.panel > .table-bordered > tbody > tr > td:last-child,
|
|
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
|
|
.panel > .table-bordered > tfoot > tr > td:last-child,
|
|
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
|
|
border-right: 0;
|
|
}
|
|
.panel > .table-bordered > thead > tr:first-child > td,
|
|
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
|
|
.panel > .table-bordered > tbody > tr:first-child > td,
|
|
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
|
|
.panel > .table-bordered > thead > tr:first-child > th,
|
|
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
|
|
.panel > .table-bordered > tbody > tr:first-child > th,
|
|
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
|
|
border-bottom: 0;
|
|
}
|
|
.panel > .table-bordered > tbody > tr:last-child > td,
|
|
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
|
|
.panel > .table-bordered > tfoot > tr:last-child > td,
|
|
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
|
|
.panel > .table-bordered > tbody > tr:last-child > th,
|
|
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
|
|
.panel > .table-bordered > tfoot > tr:last-child > th,
|
|
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
|
|
border-bottom: 0;
|
|
}
|
|
.panel > .table-responsive {
|
|
border: 0;
|
|
margin-bottom: 0;
|
|
}
|
|
.panel-group {
|
|
margin-bottom: 18px;
|
|
}
|
|
.panel-group .panel {
|
|
margin-bottom: 0;
|
|
border-radius: 2px;
|
|
}
|
|
.panel-group .panel + .panel {
|
|
margin-top: 5px;
|
|
}
|
|
.panel-group .panel-heading {
|
|
border-bottom: 0;
|
|
}
|
|
.panel-group .panel-heading + .panel-collapse > .panel-body,
|
|
.panel-group .panel-heading + .panel-collapse > .list-group {
|
|
border-top: 1px solid #ddd;
|
|
}
|
|
.panel-group .panel-footer {
|
|
border-top: 0;
|
|
}
|
|
.panel-group .panel-footer + .panel-collapse .panel-body {
|
|
border-bottom: 1px solid #ddd;
|
|
}
|
|
.panel-default {
|
|
border-color: #ddd;
|
|
}
|
|
.panel-default > .panel-heading {
|
|
color: #333333;
|
|
background-color: #f5f5f5;
|
|
border-color: #ddd;
|
|
}
|
|
.panel-default > .panel-heading + .panel-collapse > .panel-body {
|
|
border-top-color: #ddd;
|
|
}
|
|
.panel-default > .panel-heading .badge {
|
|
color: #f5f5f5;
|
|
background-color: #333333;
|
|
}
|
|
.panel-default > .panel-footer + .panel-collapse > .panel-body {
|
|
border-bottom-color: #ddd;
|
|
}
|
|
.panel-primary {
|
|
border-color: #337ab7;
|
|
}
|
|
.panel-primary > .panel-heading {
|
|
color: #fff;
|
|
background-color: #337ab7;
|
|
border-color: #337ab7;
|
|
}
|
|
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
|
|
border-top-color: #337ab7;
|
|
}
|
|
.panel-primary > .panel-heading .badge {
|
|
color: #337ab7;
|
|
background-color: #fff;
|
|
}
|
|
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
|
|
border-bottom-color: #337ab7;
|
|
}
|
|
.panel-success {
|
|
border-color: #d6e9c6;
|
|
}
|
|
.panel-success > .panel-heading {
|
|
color: #3c763d;
|
|
background-color: #dff0d8;
|
|
border-color: #d6e9c6;
|
|
}
|
|
.panel-success > .panel-heading + .panel-collapse > .panel-body {
|
|
border-top-color: #d6e9c6;
|
|
}
|
|
.panel-success > .panel-heading .badge {
|
|
color: #dff0d8;
|
|
background-color: #3c763d;
|
|
}
|
|
.panel-success > .panel-footer + .panel-collapse > .panel-body {
|
|
border-bottom-color: #d6e9c6;
|
|
}
|
|
.panel-info {
|
|
border-color: #bce8f1;
|
|
}
|
|
.panel-info > .panel-heading {
|
|
color: #31708f;
|
|
background-color: #d9edf7;
|
|
border-color: #bce8f1;
|
|
}
|
|
.panel-info > .panel-heading + .panel-collapse > .panel-body {
|
|
border-top-color: #bce8f1;
|
|
}
|
|
.panel-info > .panel-heading .badge {
|
|
color: #d9edf7;
|
|
background-color: #31708f;
|
|
}
|
|
.panel-info > .panel-footer + .panel-collapse > .panel-body {
|
|
border-bottom-color: #bce8f1;
|
|
}
|
|
.panel-warning {
|
|
border-color: #faebcc;
|
|
}
|
|
.panel-warning > .panel-heading {
|
|
color: #8a6d3b;
|
|
background-color: #fcf8e3;
|
|
border-color: #faebcc;
|
|
}
|
|
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
|
|
border-top-color: #faebcc;
|
|
}
|
|
.panel-warning > .panel-heading .badge {
|
|
color: #fcf8e3;
|
|
background-color: #8a6d3b;
|
|
}
|
|
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
|
|
border-bottom-color: #faebcc;
|
|
}
|
|
.panel-danger {
|
|
border-color: #ebccd1;
|
|
}
|
|
.panel-danger > .panel-heading {
|
|
color: #a94442;
|
|
background-color: #f2dede;
|
|
border-color: #ebccd1;
|
|
}
|
|
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
|
|
border-top-color: #ebccd1;
|
|
}
|
|
.panel-danger > .panel-heading .badge {
|
|
color: #f2dede;
|
|
background-color: #a94442;
|
|
}
|
|
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
|
|
border-bottom-color: #ebccd1;
|
|
}
|
|
.embed-responsive {
|
|
position: relative;
|
|
display: block;
|
|
height: 0;
|
|
padding: 0;
|
|
overflow: hidden;
|
|
}
|
|
.embed-responsive .embed-responsive-item,
|
|
.embed-responsive iframe,
|
|
.embed-responsive embed,
|
|
.embed-responsive object,
|
|
.embed-responsive video {
|
|
position: absolute;
|
|
top: 0;
|
|
left: 0;
|
|
bottom: 0;
|
|
height: 100%;
|
|
width: 100%;
|
|
border: 0;
|
|
}
|
|
.embed-responsive-16by9 {
|
|
padding-bottom: 56.25%;
|
|
}
|
|
.embed-responsive-4by3 {
|
|
padding-bottom: 75%;
|
|
}
|
|
.well {
|
|
min-height: 20px;
|
|
padding: 19px;
|
|
margin-bottom: 20px;
|
|
background-color: #f5f5f5;
|
|
border: 1px solid #e3e3e3;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
|
|
}
|
|
.well blockquote {
|
|
border-color: #ddd;
|
|
border-color: rgba(0, 0, 0, 0.15);
|
|
}
|
|
.well-lg {
|
|
padding: 24px;
|
|
border-radius: 3px;
|
|
}
|
|
.well-sm {
|
|
padding: 9px;
|
|
border-radius: 1px;
|
|
}
|
|
.close {
|
|
float: right;
|
|
font-size: 19.5px;
|
|
font-weight: bold;
|
|
line-height: 1;
|
|
color: #000;
|
|
text-shadow: 0 1px 0 #fff;
|
|
opacity: 0.2;
|
|
filter: alpha(opacity=20);
|
|
}
|
|
.close:hover,
|
|
.close:focus {
|
|
color: #000;
|
|
text-decoration: none;
|
|
cursor: pointer;
|
|
opacity: 0.5;
|
|
filter: alpha(opacity=50);
|
|
}
|
|
button.close {
|
|
padding: 0;
|
|
cursor: pointer;
|
|
background: transparent;
|
|
border: 0;
|
|
-webkit-appearance: none;
|
|
}
|
|
.modal-open {
|
|
overflow: hidden;
|
|
}
|
|
.modal {
|
|
display: none;
|
|
overflow: hidden;
|
|
position: fixed;
|
|
top: 0;
|
|
right: 0;
|
|
bottom: 0;
|
|
left: 0;
|
|
z-index: 1050;
|
|
-webkit-overflow-scrolling: touch;
|
|
outline: 0;
|
|
}
|
|
.modal.fade .modal-dialog {
|
|
-webkit-transform: translate(0, -25%);
|
|
-ms-transform: translate(0, -25%);
|
|
-o-transform: translate(0, -25%);
|
|
transform: translate(0, -25%);
|
|
-webkit-transition: -webkit-transform 0.3s ease-out;
|
|
-moz-transition: -moz-transform 0.3s ease-out;
|
|
-o-transition: -o-transform 0.3s ease-out;
|
|
transition: transform 0.3s ease-out;
|
|
}
|
|
.modal.in .modal-dialog {
|
|
-webkit-transform: translate(0, 0);
|
|
-ms-transform: translate(0, 0);
|
|
-o-transform: translate(0, 0);
|
|
transform: translate(0, 0);
|
|
}
|
|
.modal-open .modal {
|
|
overflow-x: hidden;
|
|
overflow-y: auto;
|
|
}
|
|
.modal-dialog {
|
|
position: relative;
|
|
width: auto;
|
|
margin: 10px;
|
|
}
|
|
.modal-content {
|
|
position: relative;
|
|
background-color: #fff;
|
|
border: 1px solid #999;
|
|
border: 1px solid rgba(0, 0, 0, 0.2);
|
|
border-radius: 3px;
|
|
-webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
|
|
box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
|
|
background-clip: padding-box;
|
|
outline: 0;
|
|
}
|
|
.modal-backdrop {
|
|
position: fixed;
|
|
top: 0;
|
|
right: 0;
|
|
bottom: 0;
|
|
left: 0;
|
|
z-index: 1040;
|
|
background-color: #000;
|
|
}
|
|
.modal-backdrop.fade {
|
|
opacity: 0;
|
|
filter: alpha(opacity=0);
|
|
}
|
|
.modal-backdrop.in {
|
|
opacity: 0.5;
|
|
filter: alpha(opacity=50);
|
|
}
|
|
.modal-header {
|
|
padding: 15px;
|
|
border-bottom: 1px solid #e5e5e5;
|
|
}
|
|
.modal-header .close {
|
|
margin-top: -2px;
|
|
}
|
|
.modal-title {
|
|
margin: 0;
|
|
line-height: 1.42857143;
|
|
}
|
|
.modal-body {
|
|
position: relative;
|
|
padding: 15px;
|
|
}
|
|
.modal-footer {
|
|
padding: 15px;
|
|
text-align: right;
|
|
border-top: 1px solid #e5e5e5;
|
|
}
|
|
.modal-footer .btn + .btn {
|
|
margin-left: 5px;
|
|
margin-bottom: 0;
|
|
}
|
|
.modal-footer .btn-group .btn + .btn {
|
|
margin-left: -1px;
|
|
}
|
|
.modal-footer .btn-block + .btn-block {
|
|
margin-left: 0;
|
|
}
|
|
.modal-scrollbar-measure {
|
|
position: absolute;
|
|
top: -9999px;
|
|
width: 50px;
|
|
height: 50px;
|
|
overflow: scroll;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.modal-dialog {
|
|
width: 600px;
|
|
margin: 30px auto;
|
|
}
|
|
.modal-content {
|
|
-webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
|
|
box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
|
|
}
|
|
.modal-sm {
|
|
width: 300px;
|
|
}
|
|
}
|
|
@media (min-width: 992px) {
|
|
.modal-lg {
|
|
width: 900px;
|
|
}
|
|
}
|
|
.tooltip {
|
|
position: absolute;
|
|
z-index: 1070;
|
|
display: block;
|
|
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
|
|
font-style: normal;
|
|
font-weight: normal;
|
|
letter-spacing: normal;
|
|
line-break: auto;
|
|
line-height: 1.42857143;
|
|
text-align: left;
|
|
text-align: start;
|
|
text-decoration: none;
|
|
text-shadow: none;
|
|
text-transform: none;
|
|
white-space: normal;
|
|
word-break: normal;
|
|
word-spacing: normal;
|
|
word-wrap: normal;
|
|
font-size: 12px;
|
|
opacity: 0;
|
|
filter: alpha(opacity=0);
|
|
}
|
|
.tooltip.in {
|
|
opacity: 0.9;
|
|
filter: alpha(opacity=90);
|
|
}
|
|
.tooltip.top {
|
|
margin-top: -3px;
|
|
padding: 5px 0;
|
|
}
|
|
.tooltip.right {
|
|
margin-left: 3px;
|
|
padding: 0 5px;
|
|
}
|
|
.tooltip.bottom {
|
|
margin-top: 3px;
|
|
padding: 5px 0;
|
|
}
|
|
.tooltip.left {
|
|
margin-left: -3px;
|
|
padding: 0 5px;
|
|
}
|
|
.tooltip-inner {
|
|
max-width: 200px;
|
|
padding: 3px 8px;
|
|
color: #fff;
|
|
text-align: center;
|
|
background-color: #000;
|
|
border-radius: 2px;
|
|
}
|
|
.tooltip-arrow {
|
|
position: absolute;
|
|
width: 0;
|
|
height: 0;
|
|
border-color: transparent;
|
|
border-style: solid;
|
|
}
|
|
.tooltip.top .tooltip-arrow {
|
|
bottom: 0;
|
|
left: 50%;
|
|
margin-left: -5px;
|
|
border-width: 5px 5px 0;
|
|
border-top-color: #000;
|
|
}
|
|
.tooltip.top-left .tooltip-arrow {
|
|
bottom: 0;
|
|
right: 5px;
|
|
margin-bottom: -5px;
|
|
border-width: 5px 5px 0;
|
|
border-top-color: #000;
|
|
}
|
|
.tooltip.top-right .tooltip-arrow {
|
|
bottom: 0;
|
|
left: 5px;
|
|
margin-bottom: -5px;
|
|
border-width: 5px 5px 0;
|
|
border-top-color: #000;
|
|
}
|
|
.tooltip.right .tooltip-arrow {
|
|
top: 50%;
|
|
left: 0;
|
|
margin-top: -5px;
|
|
border-width: 5px 5px 5px 0;
|
|
border-right-color: #000;
|
|
}
|
|
.tooltip.left .tooltip-arrow {
|
|
top: 50%;
|
|
right: 0;
|
|
margin-top: -5px;
|
|
border-width: 5px 0 5px 5px;
|
|
border-left-color: #000;
|
|
}
|
|
.tooltip.bottom .tooltip-arrow {
|
|
top: 0;
|
|
left: 50%;
|
|
margin-left: -5px;
|
|
border-width: 0 5px 5px;
|
|
border-bottom-color: #000;
|
|
}
|
|
.tooltip.bottom-left .tooltip-arrow {
|
|
top: 0;
|
|
right: 5px;
|
|
margin-top: -5px;
|
|
border-width: 0 5px 5px;
|
|
border-bottom-color: #000;
|
|
}
|
|
.tooltip.bottom-right .tooltip-arrow {
|
|
top: 0;
|
|
left: 5px;
|
|
margin-top: -5px;
|
|
border-width: 0 5px 5px;
|
|
border-bottom-color: #000;
|
|
}
|
|
.popover {
|
|
position: absolute;
|
|
top: 0;
|
|
left: 0;
|
|
z-index: 1060;
|
|
display: none;
|
|
max-width: 276px;
|
|
padding: 1px;
|
|
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
|
|
font-style: normal;
|
|
font-weight: normal;
|
|
letter-spacing: normal;
|
|
line-break: auto;
|
|
line-height: 1.42857143;
|
|
text-align: left;
|
|
text-align: start;
|
|
text-decoration: none;
|
|
text-shadow: none;
|
|
text-transform: none;
|
|
white-space: normal;
|
|
word-break: normal;
|
|
word-spacing: normal;
|
|
word-wrap: normal;
|
|
font-size: 13px;
|
|
background-color: #fff;
|
|
background-clip: padding-box;
|
|
border: 1px solid #ccc;
|
|
border: 1px solid rgba(0, 0, 0, 0.2);
|
|
border-radius: 3px;
|
|
-webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
|
|
box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
|
|
}
|
|
.popover.top {
|
|
margin-top: -10px;
|
|
}
|
|
.popover.right {
|
|
margin-left: 10px;
|
|
}
|
|
.popover.bottom {
|
|
margin-top: 10px;
|
|
}
|
|
.popover.left {
|
|
margin-left: -10px;
|
|
}
|
|
.popover-title {
|
|
margin: 0;
|
|
padding: 8px 14px;
|
|
font-size: 13px;
|
|
background-color: #f7f7f7;
|
|
border-bottom: 1px solid #ebebeb;
|
|
border-radius: 2px 2px 0 0;
|
|
}
|
|
.popover-content {
|
|
padding: 9px 14px;
|
|
}
|
|
.popover > .arrow,
|
|
.popover > .arrow:after {
|
|
position: absolute;
|
|
display: block;
|
|
width: 0;
|
|
height: 0;
|
|
border-color: transparent;
|
|
border-style: solid;
|
|
}
|
|
.popover > .arrow {
|
|
border-width: 11px;
|
|
}
|
|
.popover > .arrow:after {
|
|
border-width: 10px;
|
|
content: "";
|
|
}
|
|
.popover.top > .arrow {
|
|
left: 50%;
|
|
margin-left: -11px;
|
|
border-bottom-width: 0;
|
|
border-top-color: #999999;
|
|
border-top-color: rgba(0, 0, 0, 0.25);
|
|
bottom: -11px;
|
|
}
|
|
.popover.top > .arrow:after {
|
|
content: " ";
|
|
bottom: 1px;
|
|
margin-left: -10px;
|
|
border-bottom-width: 0;
|
|
border-top-color: #fff;
|
|
}
|
|
.popover.right > .arrow {
|
|
top: 50%;
|
|
left: -11px;
|
|
margin-top: -11px;
|
|
border-left-width: 0;
|
|
border-right-color: #999999;
|
|
border-right-color: rgba(0, 0, 0, 0.25);
|
|
}
|
|
.popover.right > .arrow:after {
|
|
content: " ";
|
|
left: 1px;
|
|
bottom: -10px;
|
|
border-left-width: 0;
|
|
border-right-color: #fff;
|
|
}
|
|
.popover.bottom > .arrow {
|
|
left: 50%;
|
|
margin-left: -11px;
|
|
border-top-width: 0;
|
|
border-bottom-color: #999999;
|
|
border-bottom-color: rgba(0, 0, 0, 0.25);
|
|
top: -11px;
|
|
}
|
|
.popover.bottom > .arrow:after {
|
|
content: " ";
|
|
top: 1px;
|
|
margin-left: -10px;
|
|
border-top-width: 0;
|
|
border-bottom-color: #fff;
|
|
}
|
|
.popover.left > .arrow {
|
|
top: 50%;
|
|
right: -11px;
|
|
margin-top: -11px;
|
|
border-right-width: 0;
|
|
border-left-color: #999999;
|
|
border-left-color: rgba(0, 0, 0, 0.25);
|
|
}
|
|
.popover.left > .arrow:after {
|
|
content: " ";
|
|
right: 1px;
|
|
border-right-width: 0;
|
|
border-left-color: #fff;
|
|
bottom: -10px;
|
|
}
|
|
.carousel {
|
|
position: relative;
|
|
}
|
|
.carousel-inner {
|
|
position: relative;
|
|
overflow: hidden;
|
|
width: 100%;
|
|
}
|
|
.carousel-inner > .item {
|
|
display: none;
|
|
position: relative;
|
|
-webkit-transition: 0.6s ease-in-out left;
|
|
-o-transition: 0.6s ease-in-out left;
|
|
transition: 0.6s ease-in-out left;
|
|
}
|
|
.carousel-inner > .item > img,
|
|
.carousel-inner > .item > a > img {
|
|
line-height: 1;
|
|
}
|
|
@media all and (transform-3d), (-webkit-transform-3d) {
|
|
.carousel-inner > .item {
|
|
-webkit-transition: -webkit-transform 0.6s ease-in-out;
|
|
-moz-transition: -moz-transform 0.6s ease-in-out;
|
|
-o-transition: -o-transform 0.6s ease-in-out;
|
|
transition: transform 0.6s ease-in-out;
|
|
-webkit-backface-visibility: hidden;
|
|
-moz-backface-visibility: hidden;
|
|
backface-visibility: hidden;
|
|
-webkit-perspective: 1000px;
|
|
-moz-perspective: 1000px;
|
|
perspective: 1000px;
|
|
}
|
|
.carousel-inner > .item.next,
|
|
.carousel-inner > .item.active.right {
|
|
-webkit-transform: translate3d(100%, 0, 0);
|
|
transform: translate3d(100%, 0, 0);
|
|
left: 0;
|
|
}
|
|
.carousel-inner > .item.prev,
|
|
.carousel-inner > .item.active.left {
|
|
-webkit-transform: translate3d(-100%, 0, 0);
|
|
transform: translate3d(-100%, 0, 0);
|
|
left: 0;
|
|
}
|
|
.carousel-inner > .item.next.left,
|
|
.carousel-inner > .item.prev.right,
|
|
.carousel-inner > .item.active {
|
|
-webkit-transform: translate3d(0, 0, 0);
|
|
transform: translate3d(0, 0, 0);
|
|
left: 0;
|
|
}
|
|
}
|
|
.carousel-inner > .active,
|
|
.carousel-inner > .next,
|
|
.carousel-inner > .prev {
|
|
display: block;
|
|
}
|
|
.carousel-inner > .active {
|
|
left: 0;
|
|
}
|
|
.carousel-inner > .next,
|
|
.carousel-inner > .prev {
|
|
position: absolute;
|
|
top: 0;
|
|
width: 100%;
|
|
}
|
|
.carousel-inner > .next {
|
|
left: 100%;
|
|
}
|
|
.carousel-inner > .prev {
|
|
left: -100%;
|
|
}
|
|
.carousel-inner > .next.left,
|
|
.carousel-inner > .prev.right {
|
|
left: 0;
|
|
}
|
|
.carousel-inner > .active.left {
|
|
left: -100%;
|
|
}
|
|
.carousel-inner > .active.right {
|
|
left: 100%;
|
|
}
|
|
.carousel-control {
|
|
position: absolute;
|
|
top: 0;
|
|
left: 0;
|
|
bottom: 0;
|
|
width: 15%;
|
|
opacity: 0.5;
|
|
filter: alpha(opacity=50);
|
|
font-size: 20px;
|
|
color: #fff;
|
|
text-align: center;
|
|
text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
|
|
background-color: rgba(0, 0, 0, 0);
|
|
}
|
|
.carousel-control.left {
|
|
background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
|
|
background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
|
|
background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
|
|
background-repeat: repeat-x;
|
|
filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
|
|
}
|
|
.carousel-control.right {
|
|
left: auto;
|
|
right: 0;
|
|
background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
|
|
background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
|
|
background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
|
|
background-repeat: repeat-x;
|
|
filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
|
|
}
|
|
.carousel-control:hover,
|
|
.carousel-control:focus {
|
|
outline: 0;
|
|
color: #fff;
|
|
text-decoration: none;
|
|
opacity: 0.9;
|
|
filter: alpha(opacity=90);
|
|
}
|
|
.carousel-control .icon-prev,
|
|
.carousel-control .icon-next,
|
|
.carousel-control .glyphicon-chevron-left,
|
|
.carousel-control .glyphicon-chevron-right {
|
|
position: absolute;
|
|
top: 50%;
|
|
margin-top: -10px;
|
|
z-index: 5;
|
|
display: inline-block;
|
|
}
|
|
.carousel-control .icon-prev,
|
|
.carousel-control .glyphicon-chevron-left {
|
|
left: 50%;
|
|
margin-left: -10px;
|
|
}
|
|
.carousel-control .icon-next,
|
|
.carousel-control .glyphicon-chevron-right {
|
|
right: 50%;
|
|
margin-right: -10px;
|
|
}
|
|
.carousel-control .icon-prev,
|
|
.carousel-control .icon-next {
|
|
width: 20px;
|
|
height: 20px;
|
|
line-height: 1;
|
|
font-family: serif;
|
|
}
|
|
.carousel-control .icon-prev:before {
|
|
content: '\2039';
|
|
}
|
|
.carousel-control .icon-next:before {
|
|
content: '\203a';
|
|
}
|
|
.carousel-indicators {
|
|
position: absolute;
|
|
bottom: 10px;
|
|
left: 50%;
|
|
z-index: 15;
|
|
width: 60%;
|
|
margin-left: -30%;
|
|
padding-left: 0;
|
|
list-style: none;
|
|
text-align: center;
|
|
}
|
|
.carousel-indicators li {
|
|
display: inline-block;
|
|
width: 10px;
|
|
height: 10px;
|
|
margin: 1px;
|
|
text-indent: -999px;
|
|
border: 1px solid #fff;
|
|
border-radius: 10px;
|
|
cursor: pointer;
|
|
background-color: #000 \9;
|
|
background-color: rgba(0, 0, 0, 0);
|
|
}
|
|
.carousel-indicators .active {
|
|
margin: 0;
|
|
width: 12px;
|
|
height: 12px;
|
|
background-color: #fff;
|
|
}
|
|
.carousel-caption {
|
|
position: absolute;
|
|
left: 15%;
|
|
right: 15%;
|
|
bottom: 20px;
|
|
z-index: 10;
|
|
padding-top: 20px;
|
|
padding-bottom: 20px;
|
|
color: #fff;
|
|
text-align: center;
|
|
text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
|
|
}
|
|
.carousel-caption .btn {
|
|
text-shadow: none;
|
|
}
|
|
@media screen and (min-width: 768px) {
|
|
.carousel-control .glyphicon-chevron-left,
|
|
.carousel-control .glyphicon-chevron-right,
|
|
.carousel-control .icon-prev,
|
|
.carousel-control .icon-next {
|
|
width: 30px;
|
|
height: 30px;
|
|
margin-top: -10px;
|
|
font-size: 30px;
|
|
}
|
|
.carousel-control .glyphicon-chevron-left,
|
|
.carousel-control .icon-prev {
|
|
margin-left: -10px;
|
|
}
|
|
.carousel-control .glyphicon-chevron-right,
|
|
.carousel-control .icon-next {
|
|
margin-right: -10px;
|
|
}
|
|
.carousel-caption {
|
|
left: 20%;
|
|
right: 20%;
|
|
padding-bottom: 30px;
|
|
}
|
|
.carousel-indicators {
|
|
bottom: 20px;
|
|
}
|
|
}
|
|
.clearfix:before,
|
|
.clearfix:after,
|
|
.dl-horizontal dd:before,
|
|
.dl-horizontal dd:after,
|
|
.container:before,
|
|
.container:after,
|
|
.container-fluid:before,
|
|
.container-fluid:after,
|
|
.row:before,
|
|
.row:after,
|
|
.form-horizontal .form-group:before,
|
|
.form-horizontal .form-group:after,
|
|
.btn-toolbar:before,
|
|
.btn-toolbar:after,
|
|
.btn-group-vertical > .btn-group:before,
|
|
.btn-group-vertical > .btn-group:after,
|
|
.nav:before,
|
|
.nav:after,
|
|
.navbar:before,
|
|
.navbar:after,
|
|
.navbar-header:before,
|
|
.navbar-header:after,
|
|
.navbar-collapse:before,
|
|
.navbar-collapse:after,
|
|
.pager:before,
|
|
.pager:after,
|
|
.panel-body:before,
|
|
.panel-body:after,
|
|
.modal-header:before,
|
|
.modal-header:after,
|
|
.modal-footer:before,
|
|
.modal-footer:after,
|
|
.item_buttons:before,
|
|
.item_buttons:after {
|
|
content: " ";
|
|
display: table;
|
|
}
|
|
.clearfix:after,
|
|
.dl-horizontal dd:after,
|
|
.container:after,
|
|
.container-fluid:after,
|
|
.row:after,
|
|
.form-horizontal .form-group:after,
|
|
.btn-toolbar:after,
|
|
.btn-group-vertical > .btn-group:after,
|
|
.nav:after,
|
|
.navbar:after,
|
|
.navbar-header:after,
|
|
.navbar-collapse:after,
|
|
.pager:after,
|
|
.panel-body:after,
|
|
.modal-header:after,
|
|
.modal-footer:after,
|
|
.item_buttons:after {
|
|
clear: both;
|
|
}
|
|
.center-block {
|
|
display: block;
|
|
margin-left: auto;
|
|
margin-right: auto;
|
|
}
|
|
.pull-right {
|
|
float: right !important;
|
|
}
|
|
.pull-left {
|
|
float: left !important;
|
|
}
|
|
.hide {
|
|
display: none !important;
|
|
}
|
|
.show {
|
|
display: block !important;
|
|
}
|
|
.invisible {
|
|
visibility: hidden;
|
|
}
|
|
.text-hide {
|
|
font: 0/0 a;
|
|
color: transparent;
|
|
text-shadow: none;
|
|
background-color: transparent;
|
|
border: 0;
|
|
}
|
|
.hidden {
|
|
display: none !important;
|
|
}
|
|
.affix {
|
|
position: fixed;
|
|
}
|
|
@-ms-viewport {
|
|
width: device-width;
|
|
}
|
|
.visible-xs,
|
|
.visible-sm,
|
|
.visible-md,
|
|
.visible-lg {
|
|
display: none !important;
|
|
}
|
|
.visible-xs-block,
|
|
.visible-xs-inline,
|
|
.visible-xs-inline-block,
|
|
.visible-sm-block,
|
|
.visible-sm-inline,
|
|
.visible-sm-inline-block,
|
|
.visible-md-block,
|
|
.visible-md-inline,
|
|
.visible-md-inline-block,
|
|
.visible-lg-block,
|
|
.visible-lg-inline,
|
|
.visible-lg-inline-block {
|
|
display: none !important;
|
|
}
|
|
@media (max-width: 767px) {
|
|
.visible-xs {
|
|
display: block !important;
|
|
}
|
|
table.visible-xs {
|
|
display: table !important;
|
|
}
|
|
tr.visible-xs {
|
|
display: table-row !important;
|
|
}
|
|
th.visible-xs,
|
|
td.visible-xs {
|
|
display: table-cell !important;
|
|
}
|
|
}
|
|
@media (max-width: 767px) {
|
|
.visible-xs-block {
|
|
display: block !important;
|
|
}
|
|
}
|
|
@media (max-width: 767px) {
|
|
.visible-xs-inline {
|
|
display: inline !important;
|
|
}
|
|
}
|
|
@media (max-width: 767px) {
|
|
.visible-xs-inline-block {
|
|
display: inline-block !important;
|
|
}
|
|
}
|
|
@media (min-width: 768px) and (max-width: 991px) {
|
|
.visible-sm {
|
|
display: block !important;
|
|
}
|
|
table.visible-sm {
|
|
display: table !important;
|
|
}
|
|
tr.visible-sm {
|
|
display: table-row !important;
|
|
}
|
|
th.visible-sm,
|
|
td.visible-sm {
|
|
display: table-cell !important;
|
|
}
|
|
}
|
|
@media (min-width: 768px) and (max-width: 991px) {
|
|
.visible-sm-block {
|
|
display: block !important;
|
|
}
|
|
}
|
|
@media (min-width: 768px) and (max-width: 991px) {
|
|
.visible-sm-inline {
|
|
display: inline !important;
|
|
}
|
|
}
|
|
@media (min-width: 768px) and (max-width: 991px) {
|
|
.visible-sm-inline-block {
|
|
display: inline-block !important;
|
|
}
|
|
}
|
|
@media (min-width: 992px) and (max-width: 1199px) {
|
|
.visible-md {
|
|
display: block !important;
|
|
}
|
|
table.visible-md {
|
|
display: table !important;
|
|
}
|
|
tr.visible-md {
|
|
display: table-row !important;
|
|
}
|
|
th.visible-md,
|
|
td.visible-md {
|
|
display: table-cell !important;
|
|
}
|
|
}
|
|
@media (min-width: 992px) and (max-width: 1199px) {
|
|
.visible-md-block {
|
|
display: block !important;
|
|
}
|
|
}
|
|
@media (min-width: 992px) and (max-width: 1199px) {
|
|
.visible-md-inline {
|
|
display: inline !important;
|
|
}
|
|
}
|
|
@media (min-width: 992px) and (max-width: 1199px) {
|
|
.visible-md-inline-block {
|
|
display: inline-block !important;
|
|
}
|
|
}
|
|
@media (min-width: 1200px) {
|
|
.visible-lg {
|
|
display: block !important;
|
|
}
|
|
table.visible-lg {
|
|
display: table !important;
|
|
}
|
|
tr.visible-lg {
|
|
display: table-row !important;
|
|
}
|
|
th.visible-lg,
|
|
td.visible-lg {
|
|
display: table-cell !important;
|
|
}
|
|
}
|
|
@media (min-width: 1200px) {
|
|
.visible-lg-block {
|
|
display: block !important;
|
|
}
|
|
}
|
|
@media (min-width: 1200px) {
|
|
.visible-lg-inline {
|
|
display: inline !important;
|
|
}
|
|
}
|
|
@media (min-width: 1200px) {
|
|
.visible-lg-inline-block {
|
|
display: inline-block !important;
|
|
}
|
|
}
|
|
@media (max-width: 767px) {
|
|
.hidden-xs {
|
|
display: none !important;
|
|
}
|
|
}
|
|
@media (min-width: 768px) and (max-width: 991px) {
|
|
.hidden-sm {
|
|
display: none !important;
|
|
}
|
|
}
|
|
@media (min-width: 992px) and (max-width: 1199px) {
|
|
.hidden-md {
|
|
display: none !important;
|
|
}
|
|
}
|
|
@media (min-width: 1200px) {
|
|
.hidden-lg {
|
|
display: none !important;
|
|
}
|
|
}
|
|
.visible-print {
|
|
display: none !important;
|
|
}
|
|
@media print {
|
|
.visible-print {
|
|
display: block !important;
|
|
}
|
|
table.visible-print {
|
|
display: table !important;
|
|
}
|
|
tr.visible-print {
|
|
display: table-row !important;
|
|
}
|
|
th.visible-print,
|
|
td.visible-print {
|
|
display: table-cell !important;
|
|
}
|
|
}
|
|
.visible-print-block {
|
|
display: none !important;
|
|
}
|
|
@media print {
|
|
.visible-print-block {
|
|
display: block !important;
|
|
}
|
|
}
|
|
.visible-print-inline {
|
|
display: none !important;
|
|
}
|
|
@media print {
|
|
.visible-print-inline {
|
|
display: inline !important;
|
|
}
|
|
}
|
|
.visible-print-inline-block {
|
|
display: none !important;
|
|
}
|
|
@media print {
|
|
.visible-print-inline-block {
|
|
display: inline-block !important;
|
|
}
|
|
}
|
|
@media print {
|
|
.hidden-print {
|
|
display: none !important;
|
|
}
|
|
}
|
|
/*!
|
|
*
|
|
* Font Awesome
|
|
*
|
|
*/
|
|
/*!
|
|
* Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
|
|
* License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
|
|
*/
|
|
/* FONT PATH
|
|
* -------------------------- */
|
|
@font-face {
|
|
font-family: 'FontAwesome';
|
|
src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
|
|
src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
|
|
font-weight: normal;
|
|
font-style: normal;
|
|
}
|
|
.fa {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
}
|
|
/* makes the font 33% larger relative to the icon container */
|
|
.fa-lg {
|
|
font-size: 1.33333333em;
|
|
line-height: 0.75em;
|
|
vertical-align: -15%;
|
|
}
|
|
.fa-2x {
|
|
font-size: 2em;
|
|
}
|
|
.fa-3x {
|
|
font-size: 3em;
|
|
}
|
|
.fa-4x {
|
|
font-size: 4em;
|
|
}
|
|
.fa-5x {
|
|
font-size: 5em;
|
|
}
|
|
.fa-fw {
|
|
width: 1.28571429em;
|
|
text-align: center;
|
|
}
|
|
.fa-ul {
|
|
padding-left: 0;
|
|
margin-left: 2.14285714em;
|
|
list-style-type: none;
|
|
}
|
|
.fa-ul > li {
|
|
position: relative;
|
|
}
|
|
.fa-li {
|
|
position: absolute;
|
|
left: -2.14285714em;
|
|
width: 2.14285714em;
|
|
top: 0.14285714em;
|
|
text-align: center;
|
|
}
|
|
.fa-li.fa-lg {
|
|
left: -1.85714286em;
|
|
}
|
|
.fa-border {
|
|
padding: .2em .25em .15em;
|
|
border: solid 0.08em #eee;
|
|
border-radius: .1em;
|
|
}
|
|
.fa-pull-left {
|
|
float: left;
|
|
}
|
|
.fa-pull-right {
|
|
float: right;
|
|
}
|
|
.fa.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.fa.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
/* Deprecated as of 4.4.0 */
|
|
.pull-right {
|
|
float: right;
|
|
}
|
|
.pull-left {
|
|
float: left;
|
|
}
|
|
.fa.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.fa.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.fa-spin {
|
|
-webkit-animation: fa-spin 2s infinite linear;
|
|
animation: fa-spin 2s infinite linear;
|
|
}
|
|
.fa-pulse {
|
|
-webkit-animation: fa-spin 1s infinite steps(8);
|
|
animation: fa-spin 1s infinite steps(8);
|
|
}
|
|
@-webkit-keyframes fa-spin {
|
|
0% {
|
|
-webkit-transform: rotate(0deg);
|
|
transform: rotate(0deg);
|
|
}
|
|
100% {
|
|
-webkit-transform: rotate(359deg);
|
|
transform: rotate(359deg);
|
|
}
|
|
}
|
|
@keyframes fa-spin {
|
|
0% {
|
|
-webkit-transform: rotate(0deg);
|
|
transform: rotate(0deg);
|
|
}
|
|
100% {
|
|
-webkit-transform: rotate(359deg);
|
|
transform: rotate(359deg);
|
|
}
|
|
}
|
|
.fa-rotate-90 {
|
|
-ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
|
|
-webkit-transform: rotate(90deg);
|
|
-ms-transform: rotate(90deg);
|
|
transform: rotate(90deg);
|
|
}
|
|
.fa-rotate-180 {
|
|
-ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
|
|
-webkit-transform: rotate(180deg);
|
|
-ms-transform: rotate(180deg);
|
|
transform: rotate(180deg);
|
|
}
|
|
.fa-rotate-270 {
|
|
-ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
|
|
-webkit-transform: rotate(270deg);
|
|
-ms-transform: rotate(270deg);
|
|
transform: rotate(270deg);
|
|
}
|
|
.fa-flip-horizontal {
|
|
-ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
|
|
-webkit-transform: scale(-1, 1);
|
|
-ms-transform: scale(-1, 1);
|
|
transform: scale(-1, 1);
|
|
}
|
|
.fa-flip-vertical {
|
|
-ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
|
|
-webkit-transform: scale(1, -1);
|
|
-ms-transform: scale(1, -1);
|
|
transform: scale(1, -1);
|
|
}
|
|
:root .fa-rotate-90,
|
|
:root .fa-rotate-180,
|
|
:root .fa-rotate-270,
|
|
:root .fa-flip-horizontal,
|
|
:root .fa-flip-vertical {
|
|
filter: none;
|
|
}
|
|
.fa-stack {
|
|
position: relative;
|
|
display: inline-block;
|
|
width: 2em;
|
|
height: 2em;
|
|
line-height: 2em;
|
|
vertical-align: middle;
|
|
}
|
|
.fa-stack-1x,
|
|
.fa-stack-2x {
|
|
position: absolute;
|
|
left: 0;
|
|
width: 100%;
|
|
text-align: center;
|
|
}
|
|
.fa-stack-1x {
|
|
line-height: inherit;
|
|
}
|
|
.fa-stack-2x {
|
|
font-size: 2em;
|
|
}
|
|
.fa-inverse {
|
|
color: #fff;
|
|
}
|
|
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
|
|
readers do not read off random characters that represent icons */
|
|
.fa-glass:before {
|
|
content: "\f000";
|
|
}
|
|
.fa-music:before {
|
|
content: "\f001";
|
|
}
|
|
.fa-search:before {
|
|
content: "\f002";
|
|
}
|
|
.fa-envelope-o:before {
|
|
content: "\f003";
|
|
}
|
|
.fa-heart:before {
|
|
content: "\f004";
|
|
}
|
|
.fa-star:before {
|
|
content: "\f005";
|
|
}
|
|
.fa-star-o:before {
|
|
content: "\f006";
|
|
}
|
|
.fa-user:before {
|
|
content: "\f007";
|
|
}
|
|
.fa-film:before {
|
|
content: "\f008";
|
|
}
|
|
.fa-th-large:before {
|
|
content: "\f009";
|
|
}
|
|
.fa-th:before {
|
|
content: "\f00a";
|
|
}
|
|
.fa-th-list:before {
|
|
content: "\f00b";
|
|
}
|
|
.fa-check:before {
|
|
content: "\f00c";
|
|
}
|
|
.fa-remove:before,
|
|
.fa-close:before,
|
|
.fa-times:before {
|
|
content: "\f00d";
|
|
}
|
|
.fa-search-plus:before {
|
|
content: "\f00e";
|
|
}
|
|
.fa-search-minus:before {
|
|
content: "\f010";
|
|
}
|
|
.fa-power-off:before {
|
|
content: "\f011";
|
|
}
|
|
.fa-signal:before {
|
|
content: "\f012";
|
|
}
|
|
.fa-gear:before,
|
|
.fa-cog:before {
|
|
content: "\f013";
|
|
}
|
|
.fa-trash-o:before {
|
|
content: "\f014";
|
|
}
|
|
.fa-home:before {
|
|
content: "\f015";
|
|
}
|
|
.fa-file-o:before {
|
|
content: "\f016";
|
|
}
|
|
.fa-clock-o:before {
|
|
content: "\f017";
|
|
}
|
|
.fa-road:before {
|
|
content: "\f018";
|
|
}
|
|
.fa-download:before {
|
|
content: "\f019";
|
|
}
|
|
.fa-arrow-circle-o-down:before {
|
|
content: "\f01a";
|
|
}
|
|
.fa-arrow-circle-o-up:before {
|
|
content: "\f01b";
|
|
}
|
|
.fa-inbox:before {
|
|
content: "\f01c";
|
|
}
|
|
.fa-play-circle-o:before {
|
|
content: "\f01d";
|
|
}
|
|
.fa-rotate-right:before,
|
|
.fa-repeat:before {
|
|
content: "\f01e";
|
|
}
|
|
.fa-refresh:before {
|
|
content: "\f021";
|
|
}
|
|
.fa-list-alt:before {
|
|
content: "\f022";
|
|
}
|
|
.fa-lock:before {
|
|
content: "\f023";
|
|
}
|
|
.fa-flag:before {
|
|
content: "\f024";
|
|
}
|
|
.fa-headphones:before {
|
|
content: "\f025";
|
|
}
|
|
.fa-volume-off:before {
|
|
content: "\f026";
|
|
}
|
|
.fa-volume-down:before {
|
|
content: "\f027";
|
|
}
|
|
.fa-volume-up:before {
|
|
content: "\f028";
|
|
}
|
|
.fa-qrcode:before {
|
|
content: "\f029";
|
|
}
|
|
.fa-barcode:before {
|
|
content: "\f02a";
|
|
}
|
|
.fa-tag:before {
|
|
content: "\f02b";
|
|
}
|
|
.fa-tags:before {
|
|
content: "\f02c";
|
|
}
|
|
.fa-book:before {
|
|
content: "\f02d";
|
|
}
|
|
.fa-bookmark:before {
|
|
content: "\f02e";
|
|
}
|
|
.fa-print:before {
|
|
content: "\f02f";
|
|
}
|
|
.fa-camera:before {
|
|
content: "\f030";
|
|
}
|
|
.fa-font:before {
|
|
content: "\f031";
|
|
}
|
|
.fa-bold:before {
|
|
content: "\f032";
|
|
}
|
|
.fa-italic:before {
|
|
content: "\f033";
|
|
}
|
|
.fa-text-height:before {
|
|
content: "\f034";
|
|
}
|
|
.fa-text-width:before {
|
|
content: "\f035";
|
|
}
|
|
.fa-align-left:before {
|
|
content: "\f036";
|
|
}
|
|
.fa-align-center:before {
|
|
content: "\f037";
|
|
}
|
|
.fa-align-right:before {
|
|
content: "\f038";
|
|
}
|
|
.fa-align-justify:before {
|
|
content: "\f039";
|
|
}
|
|
.fa-list:before {
|
|
content: "\f03a";
|
|
}
|
|
.fa-dedent:before,
|
|
.fa-outdent:before {
|
|
content: "\f03b";
|
|
}
|
|
.fa-indent:before {
|
|
content: "\f03c";
|
|
}
|
|
.fa-video-camera:before {
|
|
content: "\f03d";
|
|
}
|
|
.fa-photo:before,
|
|
.fa-image:before,
|
|
.fa-picture-o:before {
|
|
content: "\f03e";
|
|
}
|
|
.fa-pencil:before {
|
|
content: "\f040";
|
|
}
|
|
.fa-map-marker:before {
|
|
content: "\f041";
|
|
}
|
|
.fa-adjust:before {
|
|
content: "\f042";
|
|
}
|
|
.fa-tint:before {
|
|
content: "\f043";
|
|
}
|
|
.fa-edit:before,
|
|
.fa-pencil-square-o:before {
|
|
content: "\f044";
|
|
}
|
|
.fa-share-square-o:before {
|
|
content: "\f045";
|
|
}
|
|
.fa-check-square-o:before {
|
|
content: "\f046";
|
|
}
|
|
.fa-arrows:before {
|
|
content: "\f047";
|
|
}
|
|
.fa-step-backward:before {
|
|
content: "\f048";
|
|
}
|
|
.fa-fast-backward:before {
|
|
content: "\f049";
|
|
}
|
|
.fa-backward:before {
|
|
content: "\f04a";
|
|
}
|
|
.fa-play:before {
|
|
content: "\f04b";
|
|
}
|
|
.fa-pause:before {
|
|
content: "\f04c";
|
|
}
|
|
.fa-stop:before {
|
|
content: "\f04d";
|
|
}
|
|
.fa-forward:before {
|
|
content: "\f04e";
|
|
}
|
|
.fa-fast-forward:before {
|
|
content: "\f050";
|
|
}
|
|
.fa-step-forward:before {
|
|
content: "\f051";
|
|
}
|
|
.fa-eject:before {
|
|
content: "\f052";
|
|
}
|
|
.fa-chevron-left:before {
|
|
content: "\f053";
|
|
}
|
|
.fa-chevron-right:before {
|
|
content: "\f054";
|
|
}
|
|
.fa-plus-circle:before {
|
|
content: "\f055";
|
|
}
|
|
.fa-minus-circle:before {
|
|
content: "\f056";
|
|
}
|
|
.fa-times-circle:before {
|
|
content: "\f057";
|
|
}
|
|
.fa-check-circle:before {
|
|
content: "\f058";
|
|
}
|
|
.fa-question-circle:before {
|
|
content: "\f059";
|
|
}
|
|
.fa-info-circle:before {
|
|
content: "\f05a";
|
|
}
|
|
.fa-crosshairs:before {
|
|
content: "\f05b";
|
|
}
|
|
.fa-times-circle-o:before {
|
|
content: "\f05c";
|
|
}
|
|
.fa-check-circle-o:before {
|
|
content: "\f05d";
|
|
}
|
|
.fa-ban:before {
|
|
content: "\f05e";
|
|
}
|
|
.fa-arrow-left:before {
|
|
content: "\f060";
|
|
}
|
|
.fa-arrow-right:before {
|
|
content: "\f061";
|
|
}
|
|
.fa-arrow-up:before {
|
|
content: "\f062";
|
|
}
|
|
.fa-arrow-down:before {
|
|
content: "\f063";
|
|
}
|
|
.fa-mail-forward:before,
|
|
.fa-share:before {
|
|
content: "\f064";
|
|
}
|
|
.fa-expand:before {
|
|
content: "\f065";
|
|
}
|
|
.fa-compress:before {
|
|
content: "\f066";
|
|
}
|
|
.fa-plus:before {
|
|
content: "\f067";
|
|
}
|
|
.fa-minus:before {
|
|
content: "\f068";
|
|
}
|
|
.fa-asterisk:before {
|
|
content: "\f069";
|
|
}
|
|
.fa-exclamation-circle:before {
|
|
content: "\f06a";
|
|
}
|
|
.fa-gift:before {
|
|
content: "\f06b";
|
|
}
|
|
.fa-leaf:before {
|
|
content: "\f06c";
|
|
}
|
|
.fa-fire:before {
|
|
content: "\f06d";
|
|
}
|
|
.fa-eye:before {
|
|
content: "\f06e";
|
|
}
|
|
.fa-eye-slash:before {
|
|
content: "\f070";
|
|
}
|
|
.fa-warning:before,
|
|
.fa-exclamation-triangle:before {
|
|
content: "\f071";
|
|
}
|
|
.fa-plane:before {
|
|
content: "\f072";
|
|
}
|
|
.fa-calendar:before {
|
|
content: "\f073";
|
|
}
|
|
.fa-random:before {
|
|
content: "\f074";
|
|
}
|
|
.fa-comment:before {
|
|
content: "\f075";
|
|
}
|
|
.fa-magnet:before {
|
|
content: "\f076";
|
|
}
|
|
.fa-chevron-up:before {
|
|
content: "\f077";
|
|
}
|
|
.fa-chevron-down:before {
|
|
content: "\f078";
|
|
}
|
|
.fa-retweet:before {
|
|
content: "\f079";
|
|
}
|
|
.fa-shopping-cart:before {
|
|
content: "\f07a";
|
|
}
|
|
.fa-folder:before {
|
|
content: "\f07b";
|
|
}
|
|
.fa-folder-open:before {
|
|
content: "\f07c";
|
|
}
|
|
.fa-arrows-v:before {
|
|
content: "\f07d";
|
|
}
|
|
.fa-arrows-h:before {
|
|
content: "\f07e";
|
|
}
|
|
.fa-bar-chart-o:before,
|
|
.fa-bar-chart:before {
|
|
content: "\f080";
|
|
}
|
|
.fa-twitter-square:before {
|
|
content: "\f081";
|
|
}
|
|
.fa-facebook-square:before {
|
|
content: "\f082";
|
|
}
|
|
.fa-camera-retro:before {
|
|
content: "\f083";
|
|
}
|
|
.fa-key:before {
|
|
content: "\f084";
|
|
}
|
|
.fa-gears:before,
|
|
.fa-cogs:before {
|
|
content: "\f085";
|
|
}
|
|
.fa-comments:before {
|
|
content: "\f086";
|
|
}
|
|
.fa-thumbs-o-up:before {
|
|
content: "\f087";
|
|
}
|
|
.fa-thumbs-o-down:before {
|
|
content: "\f088";
|
|
}
|
|
.fa-star-half:before {
|
|
content: "\f089";
|
|
}
|
|
.fa-heart-o:before {
|
|
content: "\f08a";
|
|
}
|
|
.fa-sign-out:before {
|
|
content: "\f08b";
|
|
}
|
|
.fa-linkedin-square:before {
|
|
content: "\f08c";
|
|
}
|
|
.fa-thumb-tack:before {
|
|
content: "\f08d";
|
|
}
|
|
.fa-external-link:before {
|
|
content: "\f08e";
|
|
}
|
|
.fa-sign-in:before {
|
|
content: "\f090";
|
|
}
|
|
.fa-trophy:before {
|
|
content: "\f091";
|
|
}
|
|
.fa-github-square:before {
|
|
content: "\f092";
|
|
}
|
|
.fa-upload:before {
|
|
content: "\f093";
|
|
}
|
|
.fa-lemon-o:before {
|
|
content: "\f094";
|
|
}
|
|
.fa-phone:before {
|
|
content: "\f095";
|
|
}
|
|
.fa-square-o:before {
|
|
content: "\f096";
|
|
}
|
|
.fa-bookmark-o:before {
|
|
content: "\f097";
|
|
}
|
|
.fa-phone-square:before {
|
|
content: "\f098";
|
|
}
|
|
.fa-twitter:before {
|
|
content: "\f099";
|
|
}
|
|
.fa-facebook-f:before,
|
|
.fa-facebook:before {
|
|
content: "\f09a";
|
|
}
|
|
.fa-github:before {
|
|
content: "\f09b";
|
|
}
|
|
.fa-unlock:before {
|
|
content: "\f09c";
|
|
}
|
|
.fa-credit-card:before {
|
|
content: "\f09d";
|
|
}
|
|
.fa-feed:before,
|
|
.fa-rss:before {
|
|
content: "\f09e";
|
|
}
|
|
.fa-hdd-o:before {
|
|
content: "\f0a0";
|
|
}
|
|
.fa-bullhorn:before {
|
|
content: "\f0a1";
|
|
}
|
|
.fa-bell:before {
|
|
content: "\f0f3";
|
|
}
|
|
.fa-certificate:before {
|
|
content: "\f0a3";
|
|
}
|
|
.fa-hand-o-right:before {
|
|
content: "\f0a4";
|
|
}
|
|
.fa-hand-o-left:before {
|
|
content: "\f0a5";
|
|
}
|
|
.fa-hand-o-up:before {
|
|
content: "\f0a6";
|
|
}
|
|
.fa-hand-o-down:before {
|
|
content: "\f0a7";
|
|
}
|
|
.fa-arrow-circle-left:before {
|
|
content: "\f0a8";
|
|
}
|
|
.fa-arrow-circle-right:before {
|
|
content: "\f0a9";
|
|
}
|
|
.fa-arrow-circle-up:before {
|
|
content: "\f0aa";
|
|
}
|
|
.fa-arrow-circle-down:before {
|
|
content: "\f0ab";
|
|
}
|
|
.fa-globe:before {
|
|
content: "\f0ac";
|
|
}
|
|
.fa-wrench:before {
|
|
content: "\f0ad";
|
|
}
|
|
.fa-tasks:before {
|
|
content: "\f0ae";
|
|
}
|
|
.fa-filter:before {
|
|
content: "\f0b0";
|
|
}
|
|
.fa-briefcase:before {
|
|
content: "\f0b1";
|
|
}
|
|
.fa-arrows-alt:before {
|
|
content: "\f0b2";
|
|
}
|
|
.fa-group:before,
|
|
.fa-users:before {
|
|
content: "\f0c0";
|
|
}
|
|
.fa-chain:before,
|
|
.fa-link:before {
|
|
content: "\f0c1";
|
|
}
|
|
.fa-cloud:before {
|
|
content: "\f0c2";
|
|
}
|
|
.fa-flask:before {
|
|
content: "\f0c3";
|
|
}
|
|
.fa-cut:before,
|
|
.fa-scissors:before {
|
|
content: "\f0c4";
|
|
}
|
|
.fa-copy:before,
|
|
.fa-files-o:before {
|
|
content: "\f0c5";
|
|
}
|
|
.fa-paperclip:before {
|
|
content: "\f0c6";
|
|
}
|
|
.fa-save:before,
|
|
.fa-floppy-o:before {
|
|
content: "\f0c7";
|
|
}
|
|
.fa-square:before {
|
|
content: "\f0c8";
|
|
}
|
|
.fa-navicon:before,
|
|
.fa-reorder:before,
|
|
.fa-bars:before {
|
|
content: "\f0c9";
|
|
}
|
|
.fa-list-ul:before {
|
|
content: "\f0ca";
|
|
}
|
|
.fa-list-ol:before {
|
|
content: "\f0cb";
|
|
}
|
|
.fa-strikethrough:before {
|
|
content: "\f0cc";
|
|
}
|
|
.fa-underline:before {
|
|
content: "\f0cd";
|
|
}
|
|
.fa-table:before {
|
|
content: "\f0ce";
|
|
}
|
|
.fa-magic:before {
|
|
content: "\f0d0";
|
|
}
|
|
.fa-truck:before {
|
|
content: "\f0d1";
|
|
}
|
|
.fa-pinterest:before {
|
|
content: "\f0d2";
|
|
}
|
|
.fa-pinterest-square:before {
|
|
content: "\f0d3";
|
|
}
|
|
.fa-google-plus-square:before {
|
|
content: "\f0d4";
|
|
}
|
|
.fa-google-plus:before {
|
|
content: "\f0d5";
|
|
}
|
|
.fa-money:before {
|
|
content: "\f0d6";
|
|
}
|
|
.fa-caret-down:before {
|
|
content: "\f0d7";
|
|
}
|
|
.fa-caret-up:before {
|
|
content: "\f0d8";
|
|
}
|
|
.fa-caret-left:before {
|
|
content: "\f0d9";
|
|
}
|
|
.fa-caret-right:before {
|
|
content: "\f0da";
|
|
}
|
|
.fa-columns:before {
|
|
content: "\f0db";
|
|
}
|
|
.fa-unsorted:before,
|
|
.fa-sort:before {
|
|
content: "\f0dc";
|
|
}
|
|
.fa-sort-down:before,
|
|
.fa-sort-desc:before {
|
|
content: "\f0dd";
|
|
}
|
|
.fa-sort-up:before,
|
|
.fa-sort-asc:before {
|
|
content: "\f0de";
|
|
}
|
|
.fa-envelope:before {
|
|
content: "\f0e0";
|
|
}
|
|
.fa-linkedin:before {
|
|
content: "\f0e1";
|
|
}
|
|
.fa-rotate-left:before,
|
|
.fa-undo:before {
|
|
content: "\f0e2";
|
|
}
|
|
.fa-legal:before,
|
|
.fa-gavel:before {
|
|
content: "\f0e3";
|
|
}
|
|
.fa-dashboard:before,
|
|
.fa-tachometer:before {
|
|
content: "\f0e4";
|
|
}
|
|
.fa-comment-o:before {
|
|
content: "\f0e5";
|
|
}
|
|
.fa-comments-o:before {
|
|
content: "\f0e6";
|
|
}
|
|
.fa-flash:before,
|
|
.fa-bolt:before {
|
|
content: "\f0e7";
|
|
}
|
|
.fa-sitemap:before {
|
|
content: "\f0e8";
|
|
}
|
|
.fa-umbrella:before {
|
|
content: "\f0e9";
|
|
}
|
|
.fa-paste:before,
|
|
.fa-clipboard:before {
|
|
content: "\f0ea";
|
|
}
|
|
.fa-lightbulb-o:before {
|
|
content: "\f0eb";
|
|
}
|
|
.fa-exchange:before {
|
|
content: "\f0ec";
|
|
}
|
|
.fa-cloud-download:before {
|
|
content: "\f0ed";
|
|
}
|
|
.fa-cloud-upload:before {
|
|
content: "\f0ee";
|
|
}
|
|
.fa-user-md:before {
|
|
content: "\f0f0";
|
|
}
|
|
.fa-stethoscope:before {
|
|
content: "\f0f1";
|
|
}
|
|
.fa-suitcase:before {
|
|
content: "\f0f2";
|
|
}
|
|
.fa-bell-o:before {
|
|
content: "\f0a2";
|
|
}
|
|
.fa-coffee:before {
|
|
content: "\f0f4";
|
|
}
|
|
.fa-cutlery:before {
|
|
content: "\f0f5";
|
|
}
|
|
.fa-file-text-o:before {
|
|
content: "\f0f6";
|
|
}
|
|
.fa-building-o:before {
|
|
content: "\f0f7";
|
|
}
|
|
.fa-hospital-o:before {
|
|
content: "\f0f8";
|
|
}
|
|
.fa-ambulance:before {
|
|
content: "\f0f9";
|
|
}
|
|
.fa-medkit:before {
|
|
content: "\f0fa";
|
|
}
|
|
.fa-fighter-jet:before {
|
|
content: "\f0fb";
|
|
}
|
|
.fa-beer:before {
|
|
content: "\f0fc";
|
|
}
|
|
.fa-h-square:before {
|
|
content: "\f0fd";
|
|
}
|
|
.fa-plus-square:before {
|
|
content: "\f0fe";
|
|
}
|
|
.fa-angle-double-left:before {
|
|
content: "\f100";
|
|
}
|
|
.fa-angle-double-right:before {
|
|
content: "\f101";
|
|
}
|
|
.fa-angle-double-up:before {
|
|
content: "\f102";
|
|
}
|
|
.fa-angle-double-down:before {
|
|
content: "\f103";
|
|
}
|
|
.fa-angle-left:before {
|
|
content: "\f104";
|
|
}
|
|
.fa-angle-right:before {
|
|
content: "\f105";
|
|
}
|
|
.fa-angle-up:before {
|
|
content: "\f106";
|
|
}
|
|
.fa-angle-down:before {
|
|
content: "\f107";
|
|
}
|
|
.fa-desktop:before {
|
|
content: "\f108";
|
|
}
|
|
.fa-laptop:before {
|
|
content: "\f109";
|
|
}
|
|
.fa-tablet:before {
|
|
content: "\f10a";
|
|
}
|
|
.fa-mobile-phone:before,
|
|
.fa-mobile:before {
|
|
content: "\f10b";
|
|
}
|
|
.fa-circle-o:before {
|
|
content: "\f10c";
|
|
}
|
|
.fa-quote-left:before {
|
|
content: "\f10d";
|
|
}
|
|
.fa-quote-right:before {
|
|
content: "\f10e";
|
|
}
|
|
.fa-spinner:before {
|
|
content: "\f110";
|
|
}
|
|
.fa-circle:before {
|
|
content: "\f111";
|
|
}
|
|
.fa-mail-reply:before,
|
|
.fa-reply:before {
|
|
content: "\f112";
|
|
}
|
|
.fa-github-alt:before {
|
|
content: "\f113";
|
|
}
|
|
.fa-folder-o:before {
|
|
content: "\f114";
|
|
}
|
|
.fa-folder-open-o:before {
|
|
content: "\f115";
|
|
}
|
|
.fa-smile-o:before {
|
|
content: "\f118";
|
|
}
|
|
.fa-frown-o:before {
|
|
content: "\f119";
|
|
}
|
|
.fa-meh-o:before {
|
|
content: "\f11a";
|
|
}
|
|
.fa-gamepad:before {
|
|
content: "\f11b";
|
|
}
|
|
.fa-keyboard-o:before {
|
|
content: "\f11c";
|
|
}
|
|
.fa-flag-o:before {
|
|
content: "\f11d";
|
|
}
|
|
.fa-flag-checkered:before {
|
|
content: "\f11e";
|
|
}
|
|
.fa-terminal:before {
|
|
content: "\f120";
|
|
}
|
|
.fa-code:before {
|
|
content: "\f121";
|
|
}
|
|
.fa-mail-reply-all:before,
|
|
.fa-reply-all:before {
|
|
content: "\f122";
|
|
}
|
|
.fa-star-half-empty:before,
|
|
.fa-star-half-full:before,
|
|
.fa-star-half-o:before {
|
|
content: "\f123";
|
|
}
|
|
.fa-location-arrow:before {
|
|
content: "\f124";
|
|
}
|
|
.fa-crop:before {
|
|
content: "\f125";
|
|
}
|
|
.fa-code-fork:before {
|
|
content: "\f126";
|
|
}
|
|
.fa-unlink:before,
|
|
.fa-chain-broken:before {
|
|
content: "\f127";
|
|
}
|
|
.fa-question:before {
|
|
content: "\f128";
|
|
}
|
|
.fa-info:before {
|
|
content: "\f129";
|
|
}
|
|
.fa-exclamation:before {
|
|
content: "\f12a";
|
|
}
|
|
.fa-superscript:before {
|
|
content: "\f12b";
|
|
}
|
|
.fa-subscript:before {
|
|
content: "\f12c";
|
|
}
|
|
.fa-eraser:before {
|
|
content: "\f12d";
|
|
}
|
|
.fa-puzzle-piece:before {
|
|
content: "\f12e";
|
|
}
|
|
.fa-microphone:before {
|
|
content: "\f130";
|
|
}
|
|
.fa-microphone-slash:before {
|
|
content: "\f131";
|
|
}
|
|
.fa-shield:before {
|
|
content: "\f132";
|
|
}
|
|
.fa-calendar-o:before {
|
|
content: "\f133";
|
|
}
|
|
.fa-fire-extinguisher:before {
|
|
content: "\f134";
|
|
}
|
|
.fa-rocket:before {
|
|
content: "\f135";
|
|
}
|
|
.fa-maxcdn:before {
|
|
content: "\f136";
|
|
}
|
|
.fa-chevron-circle-left:before {
|
|
content: "\f137";
|
|
}
|
|
.fa-chevron-circle-right:before {
|
|
content: "\f138";
|
|
}
|
|
.fa-chevron-circle-up:before {
|
|
content: "\f139";
|
|
}
|
|
.fa-chevron-circle-down:before {
|
|
content: "\f13a";
|
|
}
|
|
.fa-html5:before {
|
|
content: "\f13b";
|
|
}
|
|
.fa-css3:before {
|
|
content: "\f13c";
|
|
}
|
|
.fa-anchor:before {
|
|
content: "\f13d";
|
|
}
|
|
.fa-unlock-alt:before {
|
|
content: "\f13e";
|
|
}
|
|
.fa-bullseye:before {
|
|
content: "\f140";
|
|
}
|
|
.fa-ellipsis-h:before {
|
|
content: "\f141";
|
|
}
|
|
.fa-ellipsis-v:before {
|
|
content: "\f142";
|
|
}
|
|
.fa-rss-square:before {
|
|
content: "\f143";
|
|
}
|
|
.fa-play-circle:before {
|
|
content: "\f144";
|
|
}
|
|
.fa-ticket:before {
|
|
content: "\f145";
|
|
}
|
|
.fa-minus-square:before {
|
|
content: "\f146";
|
|
}
|
|
.fa-minus-square-o:before {
|
|
content: "\f147";
|
|
}
|
|
.fa-level-up:before {
|
|
content: "\f148";
|
|
}
|
|
.fa-level-down:before {
|
|
content: "\f149";
|
|
}
|
|
.fa-check-square:before {
|
|
content: "\f14a";
|
|
}
|
|
.fa-pencil-square:before {
|
|
content: "\f14b";
|
|
}
|
|
.fa-external-link-square:before {
|
|
content: "\f14c";
|
|
}
|
|
.fa-share-square:before {
|
|
content: "\f14d";
|
|
}
|
|
.fa-compass:before {
|
|
content: "\f14e";
|
|
}
|
|
.fa-toggle-down:before,
|
|
.fa-caret-square-o-down:before {
|
|
content: "\f150";
|
|
}
|
|
.fa-toggle-up:before,
|
|
.fa-caret-square-o-up:before {
|
|
content: "\f151";
|
|
}
|
|
.fa-toggle-right:before,
|
|
.fa-caret-square-o-right:before {
|
|
content: "\f152";
|
|
}
|
|
.fa-euro:before,
|
|
.fa-eur:before {
|
|
content: "\f153";
|
|
}
|
|
.fa-gbp:before {
|
|
content: "\f154";
|
|
}
|
|
.fa-dollar:before,
|
|
.fa-usd:before {
|
|
content: "\f155";
|
|
}
|
|
.fa-rupee:before,
|
|
.fa-inr:before {
|
|
content: "\f156";
|
|
}
|
|
.fa-cny:before,
|
|
.fa-rmb:before,
|
|
.fa-yen:before,
|
|
.fa-jpy:before {
|
|
content: "\f157";
|
|
}
|
|
.fa-ruble:before,
|
|
.fa-rouble:before,
|
|
.fa-rub:before {
|
|
content: "\f158";
|
|
}
|
|
.fa-won:before,
|
|
.fa-krw:before {
|
|
content: "\f159";
|
|
}
|
|
.fa-bitcoin:before,
|
|
.fa-btc:before {
|
|
content: "\f15a";
|
|
}
|
|
.fa-file:before {
|
|
content: "\f15b";
|
|
}
|
|
.fa-file-text:before {
|
|
content: "\f15c";
|
|
}
|
|
.fa-sort-alpha-asc:before {
|
|
content: "\f15d";
|
|
}
|
|
.fa-sort-alpha-desc:before {
|
|
content: "\f15e";
|
|
}
|
|
.fa-sort-amount-asc:before {
|
|
content: "\f160";
|
|
}
|
|
.fa-sort-amount-desc:before {
|
|
content: "\f161";
|
|
}
|
|
.fa-sort-numeric-asc:before {
|
|
content: "\f162";
|
|
}
|
|
.fa-sort-numeric-desc:before {
|
|
content: "\f163";
|
|
}
|
|
.fa-thumbs-up:before {
|
|
content: "\f164";
|
|
}
|
|
.fa-thumbs-down:before {
|
|
content: "\f165";
|
|
}
|
|
.fa-youtube-square:before {
|
|
content: "\f166";
|
|
}
|
|
.fa-youtube:before {
|
|
content: "\f167";
|
|
}
|
|
.fa-xing:before {
|
|
content: "\f168";
|
|
}
|
|
.fa-xing-square:before {
|
|
content: "\f169";
|
|
}
|
|
.fa-youtube-play:before {
|
|
content: "\f16a";
|
|
}
|
|
.fa-dropbox:before {
|
|
content: "\f16b";
|
|
}
|
|
.fa-stack-overflow:before {
|
|
content: "\f16c";
|
|
}
|
|
.fa-instagram:before {
|
|
content: "\f16d";
|
|
}
|
|
.fa-flickr:before {
|
|
content: "\f16e";
|
|
}
|
|
.fa-adn:before {
|
|
content: "\f170";
|
|
}
|
|
.fa-bitbucket:before {
|
|
content: "\f171";
|
|
}
|
|
.fa-bitbucket-square:before {
|
|
content: "\f172";
|
|
}
|
|
.fa-tumblr:before {
|
|
content: "\f173";
|
|
}
|
|
.fa-tumblr-square:before {
|
|
content: "\f174";
|
|
}
|
|
.fa-long-arrow-down:before {
|
|
content: "\f175";
|
|
}
|
|
.fa-long-arrow-up:before {
|
|
content: "\f176";
|
|
}
|
|
.fa-long-arrow-left:before {
|
|
content: "\f177";
|
|
}
|
|
.fa-long-arrow-right:before {
|
|
content: "\f178";
|
|
}
|
|
.fa-apple:before {
|
|
content: "\f179";
|
|
}
|
|
.fa-windows:before {
|
|
content: "\f17a";
|
|
}
|
|
.fa-android:before {
|
|
content: "\f17b";
|
|
}
|
|
.fa-linux:before {
|
|
content: "\f17c";
|
|
}
|
|
.fa-dribbble:before {
|
|
content: "\f17d";
|
|
}
|
|
.fa-skype:before {
|
|
content: "\f17e";
|
|
}
|
|
.fa-foursquare:before {
|
|
content: "\f180";
|
|
}
|
|
.fa-trello:before {
|
|
content: "\f181";
|
|
}
|
|
.fa-female:before {
|
|
content: "\f182";
|
|
}
|
|
.fa-male:before {
|
|
content: "\f183";
|
|
}
|
|
.fa-gittip:before,
|
|
.fa-gratipay:before {
|
|
content: "\f184";
|
|
}
|
|
.fa-sun-o:before {
|
|
content: "\f185";
|
|
}
|
|
.fa-moon-o:before {
|
|
content: "\f186";
|
|
}
|
|
.fa-archive:before {
|
|
content: "\f187";
|
|
}
|
|
.fa-bug:before {
|
|
content: "\f188";
|
|
}
|
|
.fa-vk:before {
|
|
content: "\f189";
|
|
}
|
|
.fa-weibo:before {
|
|
content: "\f18a";
|
|
}
|
|
.fa-renren:before {
|
|
content: "\f18b";
|
|
}
|
|
.fa-pagelines:before {
|
|
content: "\f18c";
|
|
}
|
|
.fa-stack-exchange:before {
|
|
content: "\f18d";
|
|
}
|
|
.fa-arrow-circle-o-right:before {
|
|
content: "\f18e";
|
|
}
|
|
.fa-arrow-circle-o-left:before {
|
|
content: "\f190";
|
|
}
|
|
.fa-toggle-left:before,
|
|
.fa-caret-square-o-left:before {
|
|
content: "\f191";
|
|
}
|
|
.fa-dot-circle-o:before {
|
|
content: "\f192";
|
|
}
|
|
.fa-wheelchair:before {
|
|
content: "\f193";
|
|
}
|
|
.fa-vimeo-square:before {
|
|
content: "\f194";
|
|
}
|
|
.fa-turkish-lira:before,
|
|
.fa-try:before {
|
|
content: "\f195";
|
|
}
|
|
.fa-plus-square-o:before {
|
|
content: "\f196";
|
|
}
|
|
.fa-space-shuttle:before {
|
|
content: "\f197";
|
|
}
|
|
.fa-slack:before {
|
|
content: "\f198";
|
|
}
|
|
.fa-envelope-square:before {
|
|
content: "\f199";
|
|
}
|
|
.fa-wordpress:before {
|
|
content: "\f19a";
|
|
}
|
|
.fa-openid:before {
|
|
content: "\f19b";
|
|
}
|
|
.fa-institution:before,
|
|
.fa-bank:before,
|
|
.fa-university:before {
|
|
content: "\f19c";
|
|
}
|
|
.fa-mortar-board:before,
|
|
.fa-graduation-cap:before {
|
|
content: "\f19d";
|
|
}
|
|
.fa-yahoo:before {
|
|
content: "\f19e";
|
|
}
|
|
.fa-google:before {
|
|
content: "\f1a0";
|
|
}
|
|
.fa-reddit:before {
|
|
content: "\f1a1";
|
|
}
|
|
.fa-reddit-square:before {
|
|
content: "\f1a2";
|
|
}
|
|
.fa-stumbleupon-circle:before {
|
|
content: "\f1a3";
|
|
}
|
|
.fa-stumbleupon:before {
|
|
content: "\f1a4";
|
|
}
|
|
.fa-delicious:before {
|
|
content: "\f1a5";
|
|
}
|
|
.fa-digg:before {
|
|
content: "\f1a6";
|
|
}
|
|
.fa-pied-piper-pp:before {
|
|
content: "\f1a7";
|
|
}
|
|
.fa-pied-piper-alt:before {
|
|
content: "\f1a8";
|
|
}
|
|
.fa-drupal:before {
|
|
content: "\f1a9";
|
|
}
|
|
.fa-joomla:before {
|
|
content: "\f1aa";
|
|
}
|
|
.fa-language:before {
|
|
content: "\f1ab";
|
|
}
|
|
.fa-fax:before {
|
|
content: "\f1ac";
|
|
}
|
|
.fa-building:before {
|
|
content: "\f1ad";
|
|
}
|
|
.fa-child:before {
|
|
content: "\f1ae";
|
|
}
|
|
.fa-paw:before {
|
|
content: "\f1b0";
|
|
}
|
|
.fa-spoon:before {
|
|
content: "\f1b1";
|
|
}
|
|
.fa-cube:before {
|
|
content: "\f1b2";
|
|
}
|
|
.fa-cubes:before {
|
|
content: "\f1b3";
|
|
}
|
|
.fa-behance:before {
|
|
content: "\f1b4";
|
|
}
|
|
.fa-behance-square:before {
|
|
content: "\f1b5";
|
|
}
|
|
.fa-steam:before {
|
|
content: "\f1b6";
|
|
}
|
|
.fa-steam-square:before {
|
|
content: "\f1b7";
|
|
}
|
|
.fa-recycle:before {
|
|
content: "\f1b8";
|
|
}
|
|
.fa-automobile:before,
|
|
.fa-car:before {
|
|
content: "\f1b9";
|
|
}
|
|
.fa-cab:before,
|
|
.fa-taxi:before {
|
|
content: "\f1ba";
|
|
}
|
|
.fa-tree:before {
|
|
content: "\f1bb";
|
|
}
|
|
.fa-spotify:before {
|
|
content: "\f1bc";
|
|
}
|
|
.fa-deviantart:before {
|
|
content: "\f1bd";
|
|
}
|
|
.fa-soundcloud:before {
|
|
content: "\f1be";
|
|
}
|
|
.fa-database:before {
|
|
content: "\f1c0";
|
|
}
|
|
.fa-file-pdf-o:before {
|
|
content: "\f1c1";
|
|
}
|
|
.fa-file-word-o:before {
|
|
content: "\f1c2";
|
|
}
|
|
.fa-file-excel-o:before {
|
|
content: "\f1c3";
|
|
}
|
|
.fa-file-powerpoint-o:before {
|
|
content: "\f1c4";
|
|
}
|
|
.fa-file-photo-o:before,
|
|
.fa-file-picture-o:before,
|
|
.fa-file-image-o:before {
|
|
content: "\f1c5";
|
|
}
|
|
.fa-file-zip-o:before,
|
|
.fa-file-archive-o:before {
|
|
content: "\f1c6";
|
|
}
|
|
.fa-file-sound-o:before,
|
|
.fa-file-audio-o:before {
|
|
content: "\f1c7";
|
|
}
|
|
.fa-file-movie-o:before,
|
|
.fa-file-video-o:before {
|
|
content: "\f1c8";
|
|
}
|
|
.fa-file-code-o:before {
|
|
content: "\f1c9";
|
|
}
|
|
.fa-vine:before {
|
|
content: "\f1ca";
|
|
}
|
|
.fa-codepen:before {
|
|
content: "\f1cb";
|
|
}
|
|
.fa-jsfiddle:before {
|
|
content: "\f1cc";
|
|
}
|
|
.fa-life-bouy:before,
|
|
.fa-life-buoy:before,
|
|
.fa-life-saver:before,
|
|
.fa-support:before,
|
|
.fa-life-ring:before {
|
|
content: "\f1cd";
|
|
}
|
|
.fa-circle-o-notch:before {
|
|
content: "\f1ce";
|
|
}
|
|
.fa-ra:before,
|
|
.fa-resistance:before,
|
|
.fa-rebel:before {
|
|
content: "\f1d0";
|
|
}
|
|
.fa-ge:before,
|
|
.fa-empire:before {
|
|
content: "\f1d1";
|
|
}
|
|
.fa-git-square:before {
|
|
content: "\f1d2";
|
|
}
|
|
.fa-git:before {
|
|
content: "\f1d3";
|
|
}
|
|
.fa-y-combinator-square:before,
|
|
.fa-yc-square:before,
|
|
.fa-hacker-news:before {
|
|
content: "\f1d4";
|
|
}
|
|
.fa-tencent-weibo:before {
|
|
content: "\f1d5";
|
|
}
|
|
.fa-qq:before {
|
|
content: "\f1d6";
|
|
}
|
|
.fa-wechat:before,
|
|
.fa-weixin:before {
|
|
content: "\f1d7";
|
|
}
|
|
.fa-send:before,
|
|
.fa-paper-plane:before {
|
|
content: "\f1d8";
|
|
}
|
|
.fa-send-o:before,
|
|
.fa-paper-plane-o:before {
|
|
content: "\f1d9";
|
|
}
|
|
.fa-history:before {
|
|
content: "\f1da";
|
|
}
|
|
.fa-circle-thin:before {
|
|
content: "\f1db";
|
|
}
|
|
.fa-header:before {
|
|
content: "\f1dc";
|
|
}
|
|
.fa-paragraph:before {
|
|
content: "\f1dd";
|
|
}
|
|
.fa-sliders:before {
|
|
content: "\f1de";
|
|
}
|
|
.fa-share-alt:before {
|
|
content: "\f1e0";
|
|
}
|
|
.fa-share-alt-square:before {
|
|
content: "\f1e1";
|
|
}
|
|
.fa-bomb:before {
|
|
content: "\f1e2";
|
|
}
|
|
.fa-soccer-ball-o:before,
|
|
.fa-futbol-o:before {
|
|
content: "\f1e3";
|
|
}
|
|
.fa-tty:before {
|
|
content: "\f1e4";
|
|
}
|
|
.fa-binoculars:before {
|
|
content: "\f1e5";
|
|
}
|
|
.fa-plug:before {
|
|
content: "\f1e6";
|
|
}
|
|
.fa-slideshare:before {
|
|
content: "\f1e7";
|
|
}
|
|
.fa-twitch:before {
|
|
content: "\f1e8";
|
|
}
|
|
.fa-yelp:before {
|
|
content: "\f1e9";
|
|
}
|
|
.fa-newspaper-o:before {
|
|
content: "\f1ea";
|
|
}
|
|
.fa-wifi:before {
|
|
content: "\f1eb";
|
|
}
|
|
.fa-calculator:before {
|
|
content: "\f1ec";
|
|
}
|
|
.fa-paypal:before {
|
|
content: "\f1ed";
|
|
}
|
|
.fa-google-wallet:before {
|
|
content: "\f1ee";
|
|
}
|
|
.fa-cc-visa:before {
|
|
content: "\f1f0";
|
|
}
|
|
.fa-cc-mastercard:before {
|
|
content: "\f1f1";
|
|
}
|
|
.fa-cc-discover:before {
|
|
content: "\f1f2";
|
|
}
|
|
.fa-cc-amex:before {
|
|
content: "\f1f3";
|
|
}
|
|
.fa-cc-paypal:before {
|
|
content: "\f1f4";
|
|
}
|
|
.fa-cc-stripe:before {
|
|
content: "\f1f5";
|
|
}
|
|
.fa-bell-slash:before {
|
|
content: "\f1f6";
|
|
}
|
|
.fa-bell-slash-o:before {
|
|
content: "\f1f7";
|
|
}
|
|
.fa-trash:before {
|
|
content: "\f1f8";
|
|
}
|
|
.fa-copyright:before {
|
|
content: "\f1f9";
|
|
}
|
|
.fa-at:before {
|
|
content: "\f1fa";
|
|
}
|
|
.fa-eyedropper:before {
|
|
content: "\f1fb";
|
|
}
|
|
.fa-paint-brush:before {
|
|
content: "\f1fc";
|
|
}
|
|
.fa-birthday-cake:before {
|
|
content: "\f1fd";
|
|
}
|
|
.fa-area-chart:before {
|
|
content: "\f1fe";
|
|
}
|
|
.fa-pie-chart:before {
|
|
content: "\f200";
|
|
}
|
|
.fa-line-chart:before {
|
|
content: "\f201";
|
|
}
|
|
.fa-lastfm:before {
|
|
content: "\f202";
|
|
}
|
|
.fa-lastfm-square:before {
|
|
content: "\f203";
|
|
}
|
|
.fa-toggle-off:before {
|
|
content: "\f204";
|
|
}
|
|
.fa-toggle-on:before {
|
|
content: "\f205";
|
|
}
|
|
.fa-bicycle:before {
|
|
content: "\f206";
|
|
}
|
|
.fa-bus:before {
|
|
content: "\f207";
|
|
}
|
|
.fa-ioxhost:before {
|
|
content: "\f208";
|
|
}
|
|
.fa-angellist:before {
|
|
content: "\f209";
|
|
}
|
|
.fa-cc:before {
|
|
content: "\f20a";
|
|
}
|
|
.fa-shekel:before,
|
|
.fa-sheqel:before,
|
|
.fa-ils:before {
|
|
content: "\f20b";
|
|
}
|
|
.fa-meanpath:before {
|
|
content: "\f20c";
|
|
}
|
|
.fa-buysellads:before {
|
|
content: "\f20d";
|
|
}
|
|
.fa-connectdevelop:before {
|
|
content: "\f20e";
|
|
}
|
|
.fa-dashcube:before {
|
|
content: "\f210";
|
|
}
|
|
.fa-forumbee:before {
|
|
content: "\f211";
|
|
}
|
|
.fa-leanpub:before {
|
|
content: "\f212";
|
|
}
|
|
.fa-sellsy:before {
|
|
content: "\f213";
|
|
}
|
|
.fa-shirtsinbulk:before {
|
|
content: "\f214";
|
|
}
|
|
.fa-simplybuilt:before {
|
|
content: "\f215";
|
|
}
|
|
.fa-skyatlas:before {
|
|
content: "\f216";
|
|
}
|
|
.fa-cart-plus:before {
|
|
content: "\f217";
|
|
}
|
|
.fa-cart-arrow-down:before {
|
|
content: "\f218";
|
|
}
|
|
.fa-diamond:before {
|
|
content: "\f219";
|
|
}
|
|
.fa-ship:before {
|
|
content: "\f21a";
|
|
}
|
|
.fa-user-secret:before {
|
|
content: "\f21b";
|
|
}
|
|
.fa-motorcycle:before {
|
|
content: "\f21c";
|
|
}
|
|
.fa-street-view:before {
|
|
content: "\f21d";
|
|
}
|
|
.fa-heartbeat:before {
|
|
content: "\f21e";
|
|
}
|
|
.fa-venus:before {
|
|
content: "\f221";
|
|
}
|
|
.fa-mars:before {
|
|
content: "\f222";
|
|
}
|
|
.fa-mercury:before {
|
|
content: "\f223";
|
|
}
|
|
.fa-intersex:before,
|
|
.fa-transgender:before {
|
|
content: "\f224";
|
|
}
|
|
.fa-transgender-alt:before {
|
|
content: "\f225";
|
|
}
|
|
.fa-venus-double:before {
|
|
content: "\f226";
|
|
}
|
|
.fa-mars-double:before {
|
|
content: "\f227";
|
|
}
|
|
.fa-venus-mars:before {
|
|
content: "\f228";
|
|
}
|
|
.fa-mars-stroke:before {
|
|
content: "\f229";
|
|
}
|
|
.fa-mars-stroke-v:before {
|
|
content: "\f22a";
|
|
}
|
|
.fa-mars-stroke-h:before {
|
|
content: "\f22b";
|
|
}
|
|
.fa-neuter:before {
|
|
content: "\f22c";
|
|
}
|
|
.fa-genderless:before {
|
|
content: "\f22d";
|
|
}
|
|
.fa-facebook-official:before {
|
|
content: "\f230";
|
|
}
|
|
.fa-pinterest-p:before {
|
|
content: "\f231";
|
|
}
|
|
.fa-whatsapp:before {
|
|
content: "\f232";
|
|
}
|
|
.fa-server:before {
|
|
content: "\f233";
|
|
}
|
|
.fa-user-plus:before {
|
|
content: "\f234";
|
|
}
|
|
.fa-user-times:before {
|
|
content: "\f235";
|
|
}
|
|
.fa-hotel:before,
|
|
.fa-bed:before {
|
|
content: "\f236";
|
|
}
|
|
.fa-viacoin:before {
|
|
content: "\f237";
|
|
}
|
|
.fa-train:before {
|
|
content: "\f238";
|
|
}
|
|
.fa-subway:before {
|
|
content: "\f239";
|
|
}
|
|
.fa-medium:before {
|
|
content: "\f23a";
|
|
}
|
|
.fa-yc:before,
|
|
.fa-y-combinator:before {
|
|
content: "\f23b";
|
|
}
|
|
.fa-optin-monster:before {
|
|
content: "\f23c";
|
|
}
|
|
.fa-opencart:before {
|
|
content: "\f23d";
|
|
}
|
|
.fa-expeditedssl:before {
|
|
content: "\f23e";
|
|
}
|
|
.fa-battery-4:before,
|
|
.fa-battery:before,
|
|
.fa-battery-full:before {
|
|
content: "\f240";
|
|
}
|
|
.fa-battery-3:before,
|
|
.fa-battery-three-quarters:before {
|
|
content: "\f241";
|
|
}
|
|
.fa-battery-2:before,
|
|
.fa-battery-half:before {
|
|
content: "\f242";
|
|
}
|
|
.fa-battery-1:before,
|
|
.fa-battery-quarter:before {
|
|
content: "\f243";
|
|
}
|
|
.fa-battery-0:before,
|
|
.fa-battery-empty:before {
|
|
content: "\f244";
|
|
}
|
|
.fa-mouse-pointer:before {
|
|
content: "\f245";
|
|
}
|
|
.fa-i-cursor:before {
|
|
content: "\f246";
|
|
}
|
|
.fa-object-group:before {
|
|
content: "\f247";
|
|
}
|
|
.fa-object-ungroup:before {
|
|
content: "\f248";
|
|
}
|
|
.fa-sticky-note:before {
|
|
content: "\f249";
|
|
}
|
|
.fa-sticky-note-o:before {
|
|
content: "\f24a";
|
|
}
|
|
.fa-cc-jcb:before {
|
|
content: "\f24b";
|
|
}
|
|
.fa-cc-diners-club:before {
|
|
content: "\f24c";
|
|
}
|
|
.fa-clone:before {
|
|
content: "\f24d";
|
|
}
|
|
.fa-balance-scale:before {
|
|
content: "\f24e";
|
|
}
|
|
.fa-hourglass-o:before {
|
|
content: "\f250";
|
|
}
|
|
.fa-hourglass-1:before,
|
|
.fa-hourglass-start:before {
|
|
content: "\f251";
|
|
}
|
|
.fa-hourglass-2:before,
|
|
.fa-hourglass-half:before {
|
|
content: "\f252";
|
|
}
|
|
.fa-hourglass-3:before,
|
|
.fa-hourglass-end:before {
|
|
content: "\f253";
|
|
}
|
|
.fa-hourglass:before {
|
|
content: "\f254";
|
|
}
|
|
.fa-hand-grab-o:before,
|
|
.fa-hand-rock-o:before {
|
|
content: "\f255";
|
|
}
|
|
.fa-hand-stop-o:before,
|
|
.fa-hand-paper-o:before {
|
|
content: "\f256";
|
|
}
|
|
.fa-hand-scissors-o:before {
|
|
content: "\f257";
|
|
}
|
|
.fa-hand-lizard-o:before {
|
|
content: "\f258";
|
|
}
|
|
.fa-hand-spock-o:before {
|
|
content: "\f259";
|
|
}
|
|
.fa-hand-pointer-o:before {
|
|
content: "\f25a";
|
|
}
|
|
.fa-hand-peace-o:before {
|
|
content: "\f25b";
|
|
}
|
|
.fa-trademark:before {
|
|
content: "\f25c";
|
|
}
|
|
.fa-registered:before {
|
|
content: "\f25d";
|
|
}
|
|
.fa-creative-commons:before {
|
|
content: "\f25e";
|
|
}
|
|
.fa-gg:before {
|
|
content: "\f260";
|
|
}
|
|
.fa-gg-circle:before {
|
|
content: "\f261";
|
|
}
|
|
.fa-tripadvisor:before {
|
|
content: "\f262";
|
|
}
|
|
.fa-odnoklassniki:before {
|
|
content: "\f263";
|
|
}
|
|
.fa-odnoklassniki-square:before {
|
|
content: "\f264";
|
|
}
|
|
.fa-get-pocket:before {
|
|
content: "\f265";
|
|
}
|
|
.fa-wikipedia-w:before {
|
|
content: "\f266";
|
|
}
|
|
.fa-safari:before {
|
|
content: "\f267";
|
|
}
|
|
.fa-chrome:before {
|
|
content: "\f268";
|
|
}
|
|
.fa-firefox:before {
|
|
content: "\f269";
|
|
}
|
|
.fa-opera:before {
|
|
content: "\f26a";
|
|
}
|
|
.fa-internet-explorer:before {
|
|
content: "\f26b";
|
|
}
|
|
.fa-tv:before,
|
|
.fa-television:before {
|
|
content: "\f26c";
|
|
}
|
|
.fa-contao:before {
|
|
content: "\f26d";
|
|
}
|
|
.fa-500px:before {
|
|
content: "\f26e";
|
|
}
|
|
.fa-amazon:before {
|
|
content: "\f270";
|
|
}
|
|
.fa-calendar-plus-o:before {
|
|
content: "\f271";
|
|
}
|
|
.fa-calendar-minus-o:before {
|
|
content: "\f272";
|
|
}
|
|
.fa-calendar-times-o:before {
|
|
content: "\f273";
|
|
}
|
|
.fa-calendar-check-o:before {
|
|
content: "\f274";
|
|
}
|
|
.fa-industry:before {
|
|
content: "\f275";
|
|
}
|
|
.fa-map-pin:before {
|
|
content: "\f276";
|
|
}
|
|
.fa-map-signs:before {
|
|
content: "\f277";
|
|
}
|
|
.fa-map-o:before {
|
|
content: "\f278";
|
|
}
|
|
.fa-map:before {
|
|
content: "\f279";
|
|
}
|
|
.fa-commenting:before {
|
|
content: "\f27a";
|
|
}
|
|
.fa-commenting-o:before {
|
|
content: "\f27b";
|
|
}
|
|
.fa-houzz:before {
|
|
content: "\f27c";
|
|
}
|
|
.fa-vimeo:before {
|
|
content: "\f27d";
|
|
}
|
|
.fa-black-tie:before {
|
|
content: "\f27e";
|
|
}
|
|
.fa-fonticons:before {
|
|
content: "\f280";
|
|
}
|
|
.fa-reddit-alien:before {
|
|
content: "\f281";
|
|
}
|
|
.fa-edge:before {
|
|
content: "\f282";
|
|
}
|
|
.fa-credit-card-alt:before {
|
|
content: "\f283";
|
|
}
|
|
.fa-codiepie:before {
|
|
content: "\f284";
|
|
}
|
|
.fa-modx:before {
|
|
content: "\f285";
|
|
}
|
|
.fa-fort-awesome:before {
|
|
content: "\f286";
|
|
}
|
|
.fa-usb:before {
|
|
content: "\f287";
|
|
}
|
|
.fa-product-hunt:before {
|
|
content: "\f288";
|
|
}
|
|
.fa-mixcloud:before {
|
|
content: "\f289";
|
|
}
|
|
.fa-scribd:before {
|
|
content: "\f28a";
|
|
}
|
|
.fa-pause-circle:before {
|
|
content: "\f28b";
|
|
}
|
|
.fa-pause-circle-o:before {
|
|
content: "\f28c";
|
|
}
|
|
.fa-stop-circle:before {
|
|
content: "\f28d";
|
|
}
|
|
.fa-stop-circle-o:before {
|
|
content: "\f28e";
|
|
}
|
|
.fa-shopping-bag:before {
|
|
content: "\f290";
|
|
}
|
|
.fa-shopping-basket:before {
|
|
content: "\f291";
|
|
}
|
|
.fa-hashtag:before {
|
|
content: "\f292";
|
|
}
|
|
.fa-bluetooth:before {
|
|
content: "\f293";
|
|
}
|
|
.fa-bluetooth-b:before {
|
|
content: "\f294";
|
|
}
|
|
.fa-percent:before {
|
|
content: "\f295";
|
|
}
|
|
.fa-gitlab:before {
|
|
content: "\f296";
|
|
}
|
|
.fa-wpbeginner:before {
|
|
content: "\f297";
|
|
}
|
|
.fa-wpforms:before {
|
|
content: "\f298";
|
|
}
|
|
.fa-envira:before {
|
|
content: "\f299";
|
|
}
|
|
.fa-universal-access:before {
|
|
content: "\f29a";
|
|
}
|
|
.fa-wheelchair-alt:before {
|
|
content: "\f29b";
|
|
}
|
|
.fa-question-circle-o:before {
|
|
content: "\f29c";
|
|
}
|
|
.fa-blind:before {
|
|
content: "\f29d";
|
|
}
|
|
.fa-audio-description:before {
|
|
content: "\f29e";
|
|
}
|
|
.fa-volume-control-phone:before {
|
|
content: "\f2a0";
|
|
}
|
|
.fa-braille:before {
|
|
content: "\f2a1";
|
|
}
|
|
.fa-assistive-listening-systems:before {
|
|
content: "\f2a2";
|
|
}
|
|
.fa-asl-interpreting:before,
|
|
.fa-american-sign-language-interpreting:before {
|
|
content: "\f2a3";
|
|
}
|
|
.fa-deafness:before,
|
|
.fa-hard-of-hearing:before,
|
|
.fa-deaf:before {
|
|
content: "\f2a4";
|
|
}
|
|
.fa-glide:before {
|
|
content: "\f2a5";
|
|
}
|
|
.fa-glide-g:before {
|
|
content: "\f2a6";
|
|
}
|
|
.fa-signing:before,
|
|
.fa-sign-language:before {
|
|
content: "\f2a7";
|
|
}
|
|
.fa-low-vision:before {
|
|
content: "\f2a8";
|
|
}
|
|
.fa-viadeo:before {
|
|
content: "\f2a9";
|
|
}
|
|
.fa-viadeo-square:before {
|
|
content: "\f2aa";
|
|
}
|
|
.fa-snapchat:before {
|
|
content: "\f2ab";
|
|
}
|
|
.fa-snapchat-ghost:before {
|
|
content: "\f2ac";
|
|
}
|
|
.fa-snapchat-square:before {
|
|
content: "\f2ad";
|
|
}
|
|
.fa-pied-piper:before {
|
|
content: "\f2ae";
|
|
}
|
|
.fa-first-order:before {
|
|
content: "\f2b0";
|
|
}
|
|
.fa-yoast:before {
|
|
content: "\f2b1";
|
|
}
|
|
.fa-themeisle:before {
|
|
content: "\f2b2";
|
|
}
|
|
.fa-google-plus-circle:before,
|
|
.fa-google-plus-official:before {
|
|
content: "\f2b3";
|
|
}
|
|
.fa-fa:before,
|
|
.fa-font-awesome:before {
|
|
content: "\f2b4";
|
|
}
|
|
.fa-handshake-o:before {
|
|
content: "\f2b5";
|
|
}
|
|
.fa-envelope-open:before {
|
|
content: "\f2b6";
|
|
}
|
|
.fa-envelope-open-o:before {
|
|
content: "\f2b7";
|
|
}
|
|
.fa-linode:before {
|
|
content: "\f2b8";
|
|
}
|
|
.fa-address-book:before {
|
|
content: "\f2b9";
|
|
}
|
|
.fa-address-book-o:before {
|
|
content: "\f2ba";
|
|
}
|
|
.fa-vcard:before,
|
|
.fa-address-card:before {
|
|
content: "\f2bb";
|
|
}
|
|
.fa-vcard-o:before,
|
|
.fa-address-card-o:before {
|
|
content: "\f2bc";
|
|
}
|
|
.fa-user-circle:before {
|
|
content: "\f2bd";
|
|
}
|
|
.fa-user-circle-o:before {
|
|
content: "\f2be";
|
|
}
|
|
.fa-user-o:before {
|
|
content: "\f2c0";
|
|
}
|
|
.fa-id-badge:before {
|
|
content: "\f2c1";
|
|
}
|
|
.fa-drivers-license:before,
|
|
.fa-id-card:before {
|
|
content: "\f2c2";
|
|
}
|
|
.fa-drivers-license-o:before,
|
|
.fa-id-card-o:before {
|
|
content: "\f2c3";
|
|
}
|
|
.fa-quora:before {
|
|
content: "\f2c4";
|
|
}
|
|
.fa-free-code-camp:before {
|
|
content: "\f2c5";
|
|
}
|
|
.fa-telegram:before {
|
|
content: "\f2c6";
|
|
}
|
|
.fa-thermometer-4:before,
|
|
.fa-thermometer:before,
|
|
.fa-thermometer-full:before {
|
|
content: "\f2c7";
|
|
}
|
|
.fa-thermometer-3:before,
|
|
.fa-thermometer-three-quarters:before {
|
|
content: "\f2c8";
|
|
}
|
|
.fa-thermometer-2:before,
|
|
.fa-thermometer-half:before {
|
|
content: "\f2c9";
|
|
}
|
|
.fa-thermometer-1:before,
|
|
.fa-thermometer-quarter:before {
|
|
content: "\f2ca";
|
|
}
|
|
.fa-thermometer-0:before,
|
|
.fa-thermometer-empty:before {
|
|
content: "\f2cb";
|
|
}
|
|
.fa-shower:before {
|
|
content: "\f2cc";
|
|
}
|
|
.fa-bathtub:before,
|
|
.fa-s15:before,
|
|
.fa-bath:before {
|
|
content: "\f2cd";
|
|
}
|
|
.fa-podcast:before {
|
|
content: "\f2ce";
|
|
}
|
|
.fa-window-maximize:before {
|
|
content: "\f2d0";
|
|
}
|
|
.fa-window-minimize:before {
|
|
content: "\f2d1";
|
|
}
|
|
.fa-window-restore:before {
|
|
content: "\f2d2";
|
|
}
|
|
.fa-times-rectangle:before,
|
|
.fa-window-close:before {
|
|
content: "\f2d3";
|
|
}
|
|
.fa-times-rectangle-o:before,
|
|
.fa-window-close-o:before {
|
|
content: "\f2d4";
|
|
}
|
|
.fa-bandcamp:before {
|
|
content: "\f2d5";
|
|
}
|
|
.fa-grav:before {
|
|
content: "\f2d6";
|
|
}
|
|
.fa-etsy:before {
|
|
content: "\f2d7";
|
|
}
|
|
.fa-imdb:before {
|
|
content: "\f2d8";
|
|
}
|
|
.fa-ravelry:before {
|
|
content: "\f2d9";
|
|
}
|
|
.fa-eercast:before {
|
|
content: "\f2da";
|
|
}
|
|
.fa-microchip:before {
|
|
content: "\f2db";
|
|
}
|
|
.fa-snowflake-o:before {
|
|
content: "\f2dc";
|
|
}
|
|
.fa-superpowers:before {
|
|
content: "\f2dd";
|
|
}
|
|
.fa-wpexplorer:before {
|
|
content: "\f2de";
|
|
}
|
|
.fa-meetup:before {
|
|
content: "\f2e0";
|
|
}
|
|
.sr-only {
|
|
position: absolute;
|
|
width: 1px;
|
|
height: 1px;
|
|
padding: 0;
|
|
margin: -1px;
|
|
overflow: hidden;
|
|
clip: rect(0, 0, 0, 0);
|
|
border: 0;
|
|
}
|
|
.sr-only-focusable:active,
|
|
.sr-only-focusable:focus {
|
|
position: static;
|
|
width: auto;
|
|
height: auto;
|
|
margin: 0;
|
|
overflow: visible;
|
|
clip: auto;
|
|
}
|
|
.sr-only-focusable:active,
|
|
.sr-only-focusable:focus {
|
|
position: static;
|
|
width: auto;
|
|
height: auto;
|
|
margin: 0;
|
|
overflow: visible;
|
|
clip: auto;
|
|
}
|
|
/*!
|
|
*
|
|
* IPython base
|
|
*
|
|
*/
|
|
.modal.fade .modal-dialog {
|
|
-webkit-transform: translate(0, 0);
|
|
-ms-transform: translate(0, 0);
|
|
-o-transform: translate(0, 0);
|
|
transform: translate(0, 0);
|
|
}
|
|
code {
|
|
color: #000;
|
|
}
|
|
pre {
|
|
font-size: inherit;
|
|
line-height: inherit;
|
|
}
|
|
label {
|
|
font-weight: normal;
|
|
}
|
|
/* Make the page background atleast 100% the height of the view port */
|
|
/* Make the page itself atleast 70% the height of the view port */
|
|
.border-box-sizing {
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
}
|
|
.corner-all {
|
|
border-radius: 2px;
|
|
}
|
|
.no-padding {
|
|
padding: 0px;
|
|
}
|
|
/* Flexible box model classes */
|
|
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
|
|
/* This file is a compatability layer. It allows the usage of flexible box
|
|
model layouts accross multiple browsers, including older browsers. The newest,
|
|
universal implementation of the flexible box model is used when available (see
|
|
`Modern browsers` comments below). Browsers that are known to implement this
|
|
new spec completely include:
|
|
|
|
Firefox 28.0+
|
|
Chrome 29.0+
|
|
Internet Explorer 11+
|
|
Opera 17.0+
|
|
|
|
Browsers not listed, including Safari, are supported via the styling under the
|
|
`Old browsers` comments below.
|
|
*/
|
|
.hbox {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: horizontal;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: horizontal;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: horizontal;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: row;
|
|
align-items: stretch;
|
|
}
|
|
.hbox > * {
|
|
/* Old browsers */
|
|
-webkit-box-flex: 0;
|
|
-moz-box-flex: 0;
|
|
box-flex: 0;
|
|
/* Modern browsers */
|
|
flex: none;
|
|
}
|
|
.vbox {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
}
|
|
.vbox > * {
|
|
/* Old browsers */
|
|
-webkit-box-flex: 0;
|
|
-moz-box-flex: 0;
|
|
box-flex: 0;
|
|
/* Modern browsers */
|
|
flex: none;
|
|
}
|
|
.hbox.reverse,
|
|
.vbox.reverse,
|
|
.reverse {
|
|
/* Old browsers */
|
|
-webkit-box-direction: reverse;
|
|
-moz-box-direction: reverse;
|
|
box-direction: reverse;
|
|
/* Modern browsers */
|
|
flex-direction: row-reverse;
|
|
}
|
|
.hbox.box-flex0,
|
|
.vbox.box-flex0,
|
|
.box-flex0 {
|
|
/* Old browsers */
|
|
-webkit-box-flex: 0;
|
|
-moz-box-flex: 0;
|
|
box-flex: 0;
|
|
/* Modern browsers */
|
|
flex: none;
|
|
width: auto;
|
|
}
|
|
.hbox.box-flex1,
|
|
.vbox.box-flex1,
|
|
.box-flex1 {
|
|
/* Old browsers */
|
|
-webkit-box-flex: 1;
|
|
-moz-box-flex: 1;
|
|
box-flex: 1;
|
|
/* Modern browsers */
|
|
flex: 1;
|
|
}
|
|
.hbox.box-flex,
|
|
.vbox.box-flex,
|
|
.box-flex {
|
|
/* Old browsers */
|
|
/* Old browsers */
|
|
-webkit-box-flex: 1;
|
|
-moz-box-flex: 1;
|
|
box-flex: 1;
|
|
/* Modern browsers */
|
|
flex: 1;
|
|
}
|
|
.hbox.box-flex2,
|
|
.vbox.box-flex2,
|
|
.box-flex2 {
|
|
/* Old browsers */
|
|
-webkit-box-flex: 2;
|
|
-moz-box-flex: 2;
|
|
box-flex: 2;
|
|
/* Modern browsers */
|
|
flex: 2;
|
|
}
|
|
.box-group1 {
|
|
/* Deprecated */
|
|
-webkit-box-flex-group: 1;
|
|
-moz-box-flex-group: 1;
|
|
box-flex-group: 1;
|
|
}
|
|
.box-group2 {
|
|
/* Deprecated */
|
|
-webkit-box-flex-group: 2;
|
|
-moz-box-flex-group: 2;
|
|
box-flex-group: 2;
|
|
}
|
|
.hbox.start,
|
|
.vbox.start,
|
|
.start {
|
|
/* Old browsers */
|
|
-webkit-box-pack: start;
|
|
-moz-box-pack: start;
|
|
box-pack: start;
|
|
/* Modern browsers */
|
|
justify-content: flex-start;
|
|
}
|
|
.hbox.end,
|
|
.vbox.end,
|
|
.end {
|
|
/* Old browsers */
|
|
-webkit-box-pack: end;
|
|
-moz-box-pack: end;
|
|
box-pack: end;
|
|
/* Modern browsers */
|
|
justify-content: flex-end;
|
|
}
|
|
.hbox.center,
|
|
.vbox.center,
|
|
.center {
|
|
/* Old browsers */
|
|
-webkit-box-pack: center;
|
|
-moz-box-pack: center;
|
|
box-pack: center;
|
|
/* Modern browsers */
|
|
justify-content: center;
|
|
}
|
|
.hbox.baseline,
|
|
.vbox.baseline,
|
|
.baseline {
|
|
/* Old browsers */
|
|
-webkit-box-pack: baseline;
|
|
-moz-box-pack: baseline;
|
|
box-pack: baseline;
|
|
/* Modern browsers */
|
|
justify-content: baseline;
|
|
}
|
|
.hbox.stretch,
|
|
.vbox.stretch,
|
|
.stretch {
|
|
/* Old browsers */
|
|
-webkit-box-pack: stretch;
|
|
-moz-box-pack: stretch;
|
|
box-pack: stretch;
|
|
/* Modern browsers */
|
|
justify-content: stretch;
|
|
}
|
|
.hbox.align-start,
|
|
.vbox.align-start,
|
|
.align-start {
|
|
/* Old browsers */
|
|
-webkit-box-align: start;
|
|
-moz-box-align: start;
|
|
box-align: start;
|
|
/* Modern browsers */
|
|
align-items: flex-start;
|
|
}
|
|
.hbox.align-end,
|
|
.vbox.align-end,
|
|
.align-end {
|
|
/* Old browsers */
|
|
-webkit-box-align: end;
|
|
-moz-box-align: end;
|
|
box-align: end;
|
|
/* Modern browsers */
|
|
align-items: flex-end;
|
|
}
|
|
.hbox.align-center,
|
|
.vbox.align-center,
|
|
.align-center {
|
|
/* Old browsers */
|
|
-webkit-box-align: center;
|
|
-moz-box-align: center;
|
|
box-align: center;
|
|
/* Modern browsers */
|
|
align-items: center;
|
|
}
|
|
.hbox.align-baseline,
|
|
.vbox.align-baseline,
|
|
.align-baseline {
|
|
/* Old browsers */
|
|
-webkit-box-align: baseline;
|
|
-moz-box-align: baseline;
|
|
box-align: baseline;
|
|
/* Modern browsers */
|
|
align-items: baseline;
|
|
}
|
|
.hbox.align-stretch,
|
|
.vbox.align-stretch,
|
|
.align-stretch {
|
|
/* Old browsers */
|
|
-webkit-box-align: stretch;
|
|
-moz-box-align: stretch;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
align-items: stretch;
|
|
}
|
|
div.error {
|
|
margin: 2em;
|
|
text-align: center;
|
|
}
|
|
div.error > h1 {
|
|
font-size: 500%;
|
|
line-height: normal;
|
|
}
|
|
div.error > p {
|
|
font-size: 200%;
|
|
line-height: normal;
|
|
}
|
|
div.traceback-wrapper {
|
|
text-align: left;
|
|
max-width: 800px;
|
|
margin: auto;
|
|
}
|
|
div.traceback-wrapper pre.traceback {
|
|
max-height: 600px;
|
|
overflow: auto;
|
|
}
|
|
/**
|
|
* Primary styles
|
|
*
|
|
* Author: Jupyter Development Team
|
|
*/
|
|
body {
|
|
background-color: #fff;
|
|
/* This makes sure that the body covers the entire window and needs to
|
|
be in a different element than the display: box in wrapper below */
|
|
position: absolute;
|
|
left: 0px;
|
|
right: 0px;
|
|
top: 0px;
|
|
bottom: 0px;
|
|
overflow: visible;
|
|
}
|
|
body > #header {
|
|
/* Initially hidden to prevent FLOUC */
|
|
display: none;
|
|
background-color: #fff;
|
|
/* Display over codemirror */
|
|
position: relative;
|
|
z-index: 100;
|
|
}
|
|
body > #header #header-container {
|
|
display: flex;
|
|
flex-direction: row;
|
|
justify-content: space-between;
|
|
padding: 5px;
|
|
padding-bottom: 5px;
|
|
padding-top: 5px;
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
}
|
|
body > #header .header-bar {
|
|
width: 100%;
|
|
height: 1px;
|
|
background: #e7e7e7;
|
|
margin-bottom: -1px;
|
|
}
|
|
@media print {
|
|
body > #header {
|
|
display: none !important;
|
|
}
|
|
}
|
|
#header-spacer {
|
|
width: 100%;
|
|
visibility: hidden;
|
|
}
|
|
@media print {
|
|
#header-spacer {
|
|
display: none;
|
|
}
|
|
}
|
|
#ipython_notebook {
|
|
padding-left: 0px;
|
|
padding-top: 1px;
|
|
padding-bottom: 1px;
|
|
}
|
|
[dir="rtl"] #ipython_notebook {
|
|
margin-right: 10px;
|
|
margin-left: 0;
|
|
}
|
|
[dir="rtl"] #ipython_notebook.pull-left {
|
|
float: right !important;
|
|
float: right;
|
|
}
|
|
.flex-spacer {
|
|
flex: 1;
|
|
}
|
|
#noscript {
|
|
width: auto;
|
|
padding-top: 16px;
|
|
padding-bottom: 16px;
|
|
text-align: center;
|
|
font-size: 22px;
|
|
color: red;
|
|
font-weight: bold;
|
|
}
|
|
#ipython_notebook img {
|
|
height: 28px;
|
|
}
|
|
#site {
|
|
width: 100%;
|
|
display: none;
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
overflow: auto;
|
|
}
|
|
@media print {
|
|
#site {
|
|
height: auto !important;
|
|
}
|
|
}
|
|
/* Smaller buttons */
|
|
.ui-button .ui-button-text {
|
|
padding: 0.2em 0.8em;
|
|
font-size: 77%;
|
|
}
|
|
input.ui-button {
|
|
padding: 0.3em 0.9em;
|
|
}
|
|
span#kernel_logo_widget {
|
|
margin: 0 10px;
|
|
}
|
|
span#login_widget {
|
|
float: right;
|
|
}
|
|
[dir="rtl"] span#login_widget {
|
|
float: left;
|
|
}
|
|
span#login_widget > .button,
|
|
#logout {
|
|
color: #333;
|
|
background-color: #fff;
|
|
border-color: #ccc;
|
|
}
|
|
span#login_widget > .button:focus,
|
|
#logout:focus,
|
|
span#login_widget > .button.focus,
|
|
#logout.focus {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #8c8c8c;
|
|
}
|
|
span#login_widget > .button:hover,
|
|
#logout:hover {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #adadad;
|
|
}
|
|
span#login_widget > .button:active,
|
|
#logout:active,
|
|
span#login_widget > .button.active,
|
|
#logout.active,
|
|
.open > .dropdown-togglespan#login_widget > .button,
|
|
.open > .dropdown-toggle#logout {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #adadad;
|
|
}
|
|
span#login_widget > .button:active:hover,
|
|
#logout:active:hover,
|
|
span#login_widget > .button.active:hover,
|
|
#logout.active:hover,
|
|
.open > .dropdown-togglespan#login_widget > .button:hover,
|
|
.open > .dropdown-toggle#logout:hover,
|
|
span#login_widget > .button:active:focus,
|
|
#logout:active:focus,
|
|
span#login_widget > .button.active:focus,
|
|
#logout.active:focus,
|
|
.open > .dropdown-togglespan#login_widget > .button:focus,
|
|
.open > .dropdown-toggle#logout:focus,
|
|
span#login_widget > .button:active.focus,
|
|
#logout:active.focus,
|
|
span#login_widget > .button.active.focus,
|
|
#logout.active.focus,
|
|
.open > .dropdown-togglespan#login_widget > .button.focus,
|
|
.open > .dropdown-toggle#logout.focus {
|
|
color: #333;
|
|
background-color: #d4d4d4;
|
|
border-color: #8c8c8c;
|
|
}
|
|
span#login_widget > .button:active,
|
|
#logout:active,
|
|
span#login_widget > .button.active,
|
|
#logout.active,
|
|
.open > .dropdown-togglespan#login_widget > .button,
|
|
.open > .dropdown-toggle#logout {
|
|
background-image: none;
|
|
}
|
|
span#login_widget > .button.disabled:hover,
|
|
#logout.disabled:hover,
|
|
span#login_widget > .button[disabled]:hover,
|
|
#logout[disabled]:hover,
|
|
fieldset[disabled] span#login_widget > .button:hover,
|
|
fieldset[disabled] #logout:hover,
|
|
span#login_widget > .button.disabled:focus,
|
|
#logout.disabled:focus,
|
|
span#login_widget > .button[disabled]:focus,
|
|
#logout[disabled]:focus,
|
|
fieldset[disabled] span#login_widget > .button:focus,
|
|
fieldset[disabled] #logout:focus,
|
|
span#login_widget > .button.disabled.focus,
|
|
#logout.disabled.focus,
|
|
span#login_widget > .button[disabled].focus,
|
|
#logout[disabled].focus,
|
|
fieldset[disabled] span#login_widget > .button.focus,
|
|
fieldset[disabled] #logout.focus {
|
|
background-color: #fff;
|
|
border-color: #ccc;
|
|
}
|
|
span#login_widget > .button .badge,
|
|
#logout .badge {
|
|
color: #fff;
|
|
background-color: #333;
|
|
}
|
|
.nav-header {
|
|
text-transform: none;
|
|
}
|
|
#header > span {
|
|
margin-top: 10px;
|
|
}
|
|
.modal_stretch .modal-dialog {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
min-height: 80vh;
|
|
}
|
|
.modal_stretch .modal-dialog .modal-body {
|
|
max-height: calc(100vh - 200px);
|
|
overflow: auto;
|
|
flex: 1;
|
|
}
|
|
.modal-header {
|
|
cursor: move;
|
|
}
|
|
@media (min-width: 768px) {
|
|
.modal .modal-dialog {
|
|
width: 700px;
|
|
}
|
|
}
|
|
@media (min-width: 768px) {
|
|
select.form-control {
|
|
margin-left: 12px;
|
|
margin-right: 12px;
|
|
}
|
|
}
|
|
/*!
|
|
*
|
|
* IPython auth
|
|
*
|
|
*/
|
|
.center-nav {
|
|
display: inline-block;
|
|
margin-bottom: -4px;
|
|
}
|
|
[dir="rtl"] .center-nav form.pull-left {
|
|
float: right !important;
|
|
float: right;
|
|
}
|
|
[dir="rtl"] .center-nav .navbar-text {
|
|
float: right;
|
|
}
|
|
[dir="rtl"] .navbar-inner {
|
|
text-align: right;
|
|
}
|
|
[dir="rtl"] div.text-left {
|
|
text-align: right;
|
|
}
|
|
/*!
|
|
*
|
|
* IPython tree view
|
|
*
|
|
*/
|
|
/* We need an invisible input field on top of the sentense*/
|
|
/* "Drag file onto the list ..." */
|
|
.alternate_upload {
|
|
background-color: none;
|
|
display: inline;
|
|
}
|
|
.alternate_upload.form {
|
|
padding: 0;
|
|
margin: 0;
|
|
}
|
|
.alternate_upload input.fileinput {
|
|
position: absolute;
|
|
display: block;
|
|
width: 100%;
|
|
height: 100%;
|
|
overflow: hidden;
|
|
cursor: pointer;
|
|
opacity: 0;
|
|
z-index: 2;
|
|
}
|
|
.alternate_upload .btn-xs > input.fileinput {
|
|
margin: -1px -5px;
|
|
}
|
|
.alternate_upload .btn-upload {
|
|
position: relative;
|
|
height: 22px;
|
|
}
|
|
::-webkit-file-upload-button {
|
|
cursor: pointer;
|
|
}
|
|
/**
|
|
* Primary styles
|
|
*
|
|
* Author: Jupyter Development Team
|
|
*/
|
|
ul#tabs {
|
|
margin-bottom: 4px;
|
|
}
|
|
ul#tabs a {
|
|
padding-top: 6px;
|
|
padding-bottom: 4px;
|
|
}
|
|
[dir="rtl"] ul#tabs.nav-tabs > li {
|
|
float: right;
|
|
}
|
|
[dir="rtl"] ul#tabs.nav.nav-tabs {
|
|
padding-right: 0;
|
|
}
|
|
ul.breadcrumb a:focus,
|
|
ul.breadcrumb a:hover {
|
|
text-decoration: none;
|
|
}
|
|
ul.breadcrumb i.icon-home {
|
|
font-size: 16px;
|
|
margin-right: 4px;
|
|
}
|
|
ul.breadcrumb span {
|
|
color: #5e5e5e;
|
|
}
|
|
.list_toolbar {
|
|
padding: 4px 0 4px 0;
|
|
vertical-align: middle;
|
|
}
|
|
.list_toolbar .tree-buttons {
|
|
padding-top: 1px;
|
|
}
|
|
[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
[dir="rtl"] .list_toolbar .col-sm-4,
|
|
[dir="rtl"] .list_toolbar .col-sm-8 {
|
|
float: right;
|
|
}
|
|
.dynamic-buttons {
|
|
padding-top: 3px;
|
|
display: inline-block;
|
|
}
|
|
.list_toolbar [class*="span"] {
|
|
min-height: 24px;
|
|
}
|
|
.list_header {
|
|
font-weight: bold;
|
|
background-color: #EEE;
|
|
}
|
|
.list_placeholder {
|
|
font-weight: bold;
|
|
padding-top: 4px;
|
|
padding-bottom: 4px;
|
|
padding-left: 7px;
|
|
padding-right: 7px;
|
|
}
|
|
.list_container {
|
|
margin-top: 4px;
|
|
margin-bottom: 20px;
|
|
border: 1px solid #ddd;
|
|
border-radius: 2px;
|
|
}
|
|
.list_container > div {
|
|
border-bottom: 1px solid #ddd;
|
|
}
|
|
.list_container > div:hover .list-item {
|
|
background-color: red;
|
|
}
|
|
.list_container > div:last-child {
|
|
border: none;
|
|
}
|
|
.list_item:hover .list_item {
|
|
background-color: #ddd;
|
|
}
|
|
.list_item a {
|
|
text-decoration: none;
|
|
}
|
|
.list_item:hover {
|
|
background-color: #fafafa;
|
|
}
|
|
.list_header > div,
|
|
.list_item > div {
|
|
padding-top: 4px;
|
|
padding-bottom: 4px;
|
|
padding-left: 7px;
|
|
padding-right: 7px;
|
|
line-height: 22px;
|
|
}
|
|
.list_header > div input,
|
|
.list_item > div input {
|
|
margin-right: 7px;
|
|
margin-left: 14px;
|
|
vertical-align: text-bottom;
|
|
line-height: 22px;
|
|
position: relative;
|
|
top: -1px;
|
|
}
|
|
.list_header > div .item_link,
|
|
.list_item > div .item_link {
|
|
margin-left: -1px;
|
|
vertical-align: baseline;
|
|
line-height: 22px;
|
|
}
|
|
[dir="rtl"] .list_item > div input {
|
|
margin-right: 0;
|
|
}
|
|
.new-file input[type=checkbox] {
|
|
visibility: hidden;
|
|
}
|
|
.item_name {
|
|
line-height: 22px;
|
|
height: 24px;
|
|
}
|
|
.item_icon {
|
|
font-size: 14px;
|
|
color: #5e5e5e;
|
|
margin-right: 7px;
|
|
margin-left: 7px;
|
|
line-height: 22px;
|
|
vertical-align: baseline;
|
|
}
|
|
.item_modified {
|
|
margin-right: 7px;
|
|
margin-left: 7px;
|
|
}
|
|
[dir="rtl"] .item_modified.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
.item_buttons {
|
|
line-height: 1em;
|
|
margin-left: -5px;
|
|
}
|
|
.item_buttons .btn,
|
|
.item_buttons .btn-group,
|
|
.item_buttons .input-group {
|
|
float: left;
|
|
}
|
|
.item_buttons > .btn,
|
|
.item_buttons > .btn-group,
|
|
.item_buttons > .input-group {
|
|
margin-left: 5px;
|
|
}
|
|
.item_buttons .btn {
|
|
min-width: 13ex;
|
|
}
|
|
.item_buttons .running-indicator {
|
|
padding-top: 4px;
|
|
color: #5cb85c;
|
|
}
|
|
.item_buttons .kernel-name {
|
|
padding-top: 4px;
|
|
color: #5bc0de;
|
|
margin-right: 7px;
|
|
float: left;
|
|
}
|
|
[dir="rtl"] .item_buttons.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
[dir="rtl"] .item_buttons .kernel-name {
|
|
margin-left: 7px;
|
|
float: right;
|
|
}
|
|
.toolbar_info {
|
|
height: 24px;
|
|
line-height: 24px;
|
|
}
|
|
.list_item input:not([type=checkbox]) {
|
|
padding-top: 3px;
|
|
padding-bottom: 3px;
|
|
height: 22px;
|
|
line-height: 14px;
|
|
margin: 0px;
|
|
}
|
|
.highlight_text {
|
|
color: blue;
|
|
}
|
|
#project_name {
|
|
display: inline-block;
|
|
padding-left: 7px;
|
|
margin-left: -2px;
|
|
}
|
|
#project_name > .breadcrumb {
|
|
padding: 0px;
|
|
margin-bottom: 0px;
|
|
background-color: transparent;
|
|
font-weight: bold;
|
|
}
|
|
.sort_button {
|
|
display: inline-block;
|
|
padding-left: 7px;
|
|
}
|
|
[dir="rtl"] .sort_button.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
#tree-selector {
|
|
padding-right: 0px;
|
|
}
|
|
#button-select-all {
|
|
min-width: 50px;
|
|
}
|
|
[dir="rtl"] #button-select-all.btn {
|
|
float: right ;
|
|
}
|
|
#select-all {
|
|
margin-left: 7px;
|
|
margin-right: 2px;
|
|
margin-top: 2px;
|
|
height: 16px;
|
|
}
|
|
[dir="rtl"] #select-all.pull-left {
|
|
float: right !important;
|
|
float: right;
|
|
}
|
|
.menu_icon {
|
|
margin-right: 2px;
|
|
}
|
|
.tab-content .row {
|
|
margin-left: 0px;
|
|
margin-right: 0px;
|
|
}
|
|
.folder_icon:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f114";
|
|
}
|
|
.folder_icon:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.folder_icon:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.folder_icon:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.folder_icon:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.notebook_icon:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f02d";
|
|
position: relative;
|
|
top: -1px;
|
|
}
|
|
.notebook_icon:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.notebook_icon:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.notebook_icon:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.notebook_icon:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.running_notebook_icon:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f02d";
|
|
position: relative;
|
|
top: -1px;
|
|
color: #5cb85c;
|
|
}
|
|
.running_notebook_icon:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.running_notebook_icon:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.running_notebook_icon:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.running_notebook_icon:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.file_icon:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f016";
|
|
position: relative;
|
|
top: -2px;
|
|
}
|
|
.file_icon:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.file_icon:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.file_icon:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.file_icon:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
#notebook_toolbar .pull-right {
|
|
padding-top: 0px;
|
|
margin-right: -1px;
|
|
}
|
|
ul#new-menu {
|
|
left: auto;
|
|
right: 0;
|
|
}
|
|
#new-menu .dropdown-header {
|
|
font-size: 10px;
|
|
border-bottom: 1px solid #e5e5e5;
|
|
padding: 0 0 3px;
|
|
margin: -3px 20px 0;
|
|
}
|
|
.kernel-menu-icon {
|
|
padding-right: 12px;
|
|
width: 24px;
|
|
content: "\f096";
|
|
}
|
|
.kernel-menu-icon:before {
|
|
content: "\f096";
|
|
}
|
|
.kernel-menu-icon-current:before {
|
|
content: "\f00c";
|
|
}
|
|
#tab_content {
|
|
padding-top: 20px;
|
|
}
|
|
#running .panel-group .panel {
|
|
margin-top: 3px;
|
|
margin-bottom: 1em;
|
|
}
|
|
#running .panel-group .panel .panel-heading {
|
|
background-color: #EEE;
|
|
padding-top: 4px;
|
|
padding-bottom: 4px;
|
|
padding-left: 7px;
|
|
padding-right: 7px;
|
|
line-height: 22px;
|
|
}
|
|
#running .panel-group .panel .panel-heading a:focus,
|
|
#running .panel-group .panel .panel-heading a:hover {
|
|
text-decoration: none;
|
|
}
|
|
#running .panel-group .panel .panel-body {
|
|
padding: 0px;
|
|
}
|
|
#running .panel-group .panel .panel-body .list_container {
|
|
margin-top: 0px;
|
|
margin-bottom: 0px;
|
|
border: 0px;
|
|
border-radius: 0px;
|
|
}
|
|
#running .panel-group .panel .panel-body .list_container .list_item {
|
|
border-bottom: 1px solid #ddd;
|
|
}
|
|
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
|
|
border-bottom: 0px;
|
|
}
|
|
.delete-button {
|
|
display: none;
|
|
}
|
|
.duplicate-button {
|
|
display: none;
|
|
}
|
|
.rename-button {
|
|
display: none;
|
|
}
|
|
.move-button {
|
|
display: none;
|
|
}
|
|
.download-button {
|
|
display: none;
|
|
}
|
|
.shutdown-button {
|
|
display: none;
|
|
}
|
|
.dynamic-instructions {
|
|
display: inline-block;
|
|
padding-top: 4px;
|
|
}
|
|
/*!
|
|
*
|
|
* IPython text editor webapp
|
|
*
|
|
*/
|
|
.selected-keymap i.fa {
|
|
padding: 0px 5px;
|
|
}
|
|
.selected-keymap i.fa:before {
|
|
content: "\f00c";
|
|
}
|
|
#mode-menu {
|
|
overflow: auto;
|
|
max-height: 20em;
|
|
}
|
|
.edit_app #header {
|
|
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
}
|
|
.edit_app #menubar .navbar {
|
|
/* Use a negative 1 bottom margin, so the border overlaps the border of the
|
|
header */
|
|
margin-bottom: -1px;
|
|
}
|
|
.dirty-indicator {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
width: 20px;
|
|
}
|
|
.dirty-indicator.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dirty-indicator.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.dirty-indicator.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dirty-indicator.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.dirty-indicator-dirty {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
width: 20px;
|
|
}
|
|
.dirty-indicator-dirty.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dirty-indicator-dirty.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.dirty-indicator-dirty.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dirty-indicator-dirty.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.dirty-indicator-clean {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
width: 20px;
|
|
}
|
|
.dirty-indicator-clean.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dirty-indicator-clean.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.dirty-indicator-clean.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dirty-indicator-clean.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.dirty-indicator-clean:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f00c";
|
|
}
|
|
.dirty-indicator-clean:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dirty-indicator-clean:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.dirty-indicator-clean:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dirty-indicator-clean:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
#filename {
|
|
font-size: 16pt;
|
|
display: table;
|
|
padding: 0px 5px;
|
|
}
|
|
#current-mode {
|
|
padding-left: 5px;
|
|
padding-right: 5px;
|
|
}
|
|
#texteditor-backdrop {
|
|
padding-top: 20px;
|
|
padding-bottom: 20px;
|
|
}
|
|
@media not print {
|
|
#texteditor-backdrop {
|
|
background-color: #EEE;
|
|
}
|
|
}
|
|
@media print {
|
|
#texteditor-backdrop #texteditor-container .CodeMirror-gutter,
|
|
#texteditor-backdrop #texteditor-container .CodeMirror-gutters {
|
|
background-color: #fff;
|
|
}
|
|
}
|
|
@media not print {
|
|
#texteditor-backdrop #texteditor-container .CodeMirror-gutter,
|
|
#texteditor-backdrop #texteditor-container .CodeMirror-gutters {
|
|
background-color: #fff;
|
|
}
|
|
}
|
|
@media not print {
|
|
#texteditor-backdrop #texteditor-container {
|
|
padding: 0px;
|
|
background-color: #fff;
|
|
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
}
|
|
}
|
|
.CodeMirror-dialog {
|
|
background-color: #fff;
|
|
}
|
|
/*!
|
|
*
|
|
* IPython notebook
|
|
*
|
|
*/
|
|
/* CSS font colors for translated ANSI escape sequences */
|
|
/* The color values are a mix of
|
|
http://www.xcolors.net/dl/baskerville-ivorylight and
|
|
http://www.xcolors.net/dl/euphrasia */
|
|
.ansi-black-fg {
|
|
color: #3E424D;
|
|
}
|
|
.ansi-black-bg {
|
|
background-color: #3E424D;
|
|
}
|
|
.ansi-black-intense-fg {
|
|
color: #282C36;
|
|
}
|
|
.ansi-black-intense-bg {
|
|
background-color: #282C36;
|
|
}
|
|
.ansi-red-fg {
|
|
color: #E75C58;
|
|
}
|
|
.ansi-red-bg {
|
|
background-color: #E75C58;
|
|
}
|
|
.ansi-red-intense-fg {
|
|
color: #B22B31;
|
|
}
|
|
.ansi-red-intense-bg {
|
|
background-color: #B22B31;
|
|
}
|
|
.ansi-green-fg {
|
|
color: #00A250;
|
|
}
|
|
.ansi-green-bg {
|
|
background-color: #00A250;
|
|
}
|
|
.ansi-green-intense-fg {
|
|
color: #007427;
|
|
}
|
|
.ansi-green-intense-bg {
|
|
background-color: #007427;
|
|
}
|
|
.ansi-yellow-fg {
|
|
color: #DDB62B;
|
|
}
|
|
.ansi-yellow-bg {
|
|
background-color: #DDB62B;
|
|
}
|
|
.ansi-yellow-intense-fg {
|
|
color: #B27D12;
|
|
}
|
|
.ansi-yellow-intense-bg {
|
|
background-color: #B27D12;
|
|
}
|
|
.ansi-blue-fg {
|
|
color: #208FFB;
|
|
}
|
|
.ansi-blue-bg {
|
|
background-color: #208FFB;
|
|
}
|
|
.ansi-blue-intense-fg {
|
|
color: #0065CA;
|
|
}
|
|
.ansi-blue-intense-bg {
|
|
background-color: #0065CA;
|
|
}
|
|
.ansi-magenta-fg {
|
|
color: #D160C4;
|
|
}
|
|
.ansi-magenta-bg {
|
|
background-color: #D160C4;
|
|
}
|
|
.ansi-magenta-intense-fg {
|
|
color: #A03196;
|
|
}
|
|
.ansi-magenta-intense-bg {
|
|
background-color: #A03196;
|
|
}
|
|
.ansi-cyan-fg {
|
|
color: #60C6C8;
|
|
}
|
|
.ansi-cyan-bg {
|
|
background-color: #60C6C8;
|
|
}
|
|
.ansi-cyan-intense-fg {
|
|
color: #258F8F;
|
|
}
|
|
.ansi-cyan-intense-bg {
|
|
background-color: #258F8F;
|
|
}
|
|
.ansi-white-fg {
|
|
color: #C5C1B4;
|
|
}
|
|
.ansi-white-bg {
|
|
background-color: #C5C1B4;
|
|
}
|
|
.ansi-white-intense-fg {
|
|
color: #A1A6B2;
|
|
}
|
|
.ansi-white-intense-bg {
|
|
background-color: #A1A6B2;
|
|
}
|
|
.ansi-default-inverse-fg {
|
|
color: #FFFFFF;
|
|
}
|
|
.ansi-default-inverse-bg {
|
|
background-color: #000000;
|
|
}
|
|
.ansi-bold {
|
|
font-weight: bold;
|
|
}
|
|
.ansi-underline {
|
|
text-decoration: underline;
|
|
}
|
|
/* The following styles are deprecated an will be removed in a future version */
|
|
.ansibold {
|
|
font-weight: bold;
|
|
}
|
|
.ansi-inverse {
|
|
outline: 0.5px dotted;
|
|
}
|
|
/* use dark versions for foreground, to improve visibility */
|
|
.ansiblack {
|
|
color: black;
|
|
}
|
|
.ansired {
|
|
color: darkred;
|
|
}
|
|
.ansigreen {
|
|
color: darkgreen;
|
|
}
|
|
.ansiyellow {
|
|
color: #c4a000;
|
|
}
|
|
.ansiblue {
|
|
color: darkblue;
|
|
}
|
|
.ansipurple {
|
|
color: darkviolet;
|
|
}
|
|
.ansicyan {
|
|
color: steelblue;
|
|
}
|
|
.ansigray {
|
|
color: gray;
|
|
}
|
|
/* and light for background, for the same reason */
|
|
.ansibgblack {
|
|
background-color: black;
|
|
}
|
|
.ansibgred {
|
|
background-color: red;
|
|
}
|
|
.ansibggreen {
|
|
background-color: green;
|
|
}
|
|
.ansibgyellow {
|
|
background-color: yellow;
|
|
}
|
|
.ansibgblue {
|
|
background-color: blue;
|
|
}
|
|
.ansibgpurple {
|
|
background-color: magenta;
|
|
}
|
|
.ansibgcyan {
|
|
background-color: cyan;
|
|
}
|
|
.ansibggray {
|
|
background-color: gray;
|
|
}
|
|
div.cell {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
border-radius: 2px;
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
border-width: 1px;
|
|
border-style: solid;
|
|
border-color: transparent;
|
|
width: 100%;
|
|
padding: 5px;
|
|
/* This acts as a spacer between cells, that is outside the border */
|
|
margin: 0px;
|
|
outline: none;
|
|
position: relative;
|
|
overflow: visible;
|
|
}
|
|
div.cell:before {
|
|
position: absolute;
|
|
display: block;
|
|
top: -1px;
|
|
left: -1px;
|
|
width: 5px;
|
|
height: calc(100% + 2px);
|
|
content: '';
|
|
background: transparent;
|
|
}
|
|
div.cell.jupyter-soft-selected {
|
|
border-left-color: #E3F2FD;
|
|
border-left-width: 1px;
|
|
padding-left: 5px;
|
|
border-right-color: #E3F2FD;
|
|
border-right-width: 1px;
|
|
background: #E3F2FD;
|
|
}
|
|
@media print {
|
|
div.cell.jupyter-soft-selected {
|
|
border-color: transparent;
|
|
}
|
|
}
|
|
div.cell.selected,
|
|
div.cell.selected.jupyter-soft-selected {
|
|
border-color: #ababab;
|
|
}
|
|
div.cell.selected:before,
|
|
div.cell.selected.jupyter-soft-selected:before {
|
|
position: absolute;
|
|
display: block;
|
|
top: -1px;
|
|
left: -1px;
|
|
width: 5px;
|
|
height: calc(100% + 2px);
|
|
content: '';
|
|
background: #42A5F5;
|
|
}
|
|
@media print {
|
|
div.cell.selected,
|
|
div.cell.selected.jupyter-soft-selected {
|
|
border-color: transparent;
|
|
}
|
|
}
|
|
.edit_mode div.cell.selected {
|
|
border-color: #66BB6A;
|
|
}
|
|
.edit_mode div.cell.selected:before {
|
|
position: absolute;
|
|
display: block;
|
|
top: -1px;
|
|
left: -1px;
|
|
width: 5px;
|
|
height: calc(100% + 2px);
|
|
content: '';
|
|
background: #66BB6A;
|
|
}
|
|
@media print {
|
|
.edit_mode div.cell.selected {
|
|
border-color: transparent;
|
|
}
|
|
}
|
|
.prompt {
|
|
/* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
|
|
min-width: 14ex;
|
|
/* This padding is tuned to match the padding on the CodeMirror editor. */
|
|
padding: 0.4em;
|
|
margin: 0px;
|
|
font-family: monospace;
|
|
text-align: right;
|
|
/* This has to match that of the the CodeMirror class line-height below */
|
|
line-height: 1.21429em;
|
|
/* Don't highlight prompt number selection */
|
|
-webkit-touch-callout: none;
|
|
-webkit-user-select: none;
|
|
-khtml-user-select: none;
|
|
-moz-user-select: none;
|
|
-ms-user-select: none;
|
|
user-select: none;
|
|
/* Use default cursor */
|
|
cursor: default;
|
|
}
|
|
@media (max-width: 540px) {
|
|
.prompt {
|
|
text-align: left;
|
|
}
|
|
}
|
|
div.inner_cell {
|
|
min-width: 0;
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
/* Old browsers */
|
|
-webkit-box-flex: 1;
|
|
-moz-box-flex: 1;
|
|
box-flex: 1;
|
|
/* Modern browsers */
|
|
flex: 1;
|
|
}
|
|
/* input_area and input_prompt must match in top border and margin for alignment */
|
|
div.input_area {
|
|
border: 1px solid #cfcfcf;
|
|
border-radius: 2px;
|
|
background: #f7f7f7;
|
|
line-height: 1.21429em;
|
|
}
|
|
/* This is needed so that empty prompt areas can collapse to zero height when there
|
|
is no content in the output_subarea and the prompt. The main purpose of this is
|
|
to make sure that empty JavaScript output_subareas have no height. */
|
|
div.prompt:empty {
|
|
padding-top: 0;
|
|
padding-bottom: 0;
|
|
}
|
|
div.unrecognized_cell {
|
|
padding: 5px 5px 5px 0px;
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: horizontal;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: horizontal;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: horizontal;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: row;
|
|
align-items: stretch;
|
|
}
|
|
div.unrecognized_cell .inner_cell {
|
|
border-radius: 2px;
|
|
padding: 5px;
|
|
font-weight: bold;
|
|
color: red;
|
|
border: 1px solid #cfcfcf;
|
|
background: #eaeaea;
|
|
}
|
|
div.unrecognized_cell .inner_cell a {
|
|
color: inherit;
|
|
text-decoration: none;
|
|
}
|
|
div.unrecognized_cell .inner_cell a:hover {
|
|
color: inherit;
|
|
text-decoration: none;
|
|
}
|
|
@media (max-width: 540px) {
|
|
div.unrecognized_cell > div.prompt {
|
|
display: none;
|
|
}
|
|
}
|
|
div.code_cell {
|
|
/* avoid page breaking on code cells when printing */
|
|
}
|
|
@media print {
|
|
div.code_cell {
|
|
page-break-inside: avoid;
|
|
}
|
|
}
|
|
/* any special styling for code cells that are currently running goes here */
|
|
div.input {
|
|
page-break-inside: avoid;
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: horizontal;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: horizontal;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: horizontal;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: row;
|
|
align-items: stretch;
|
|
}
|
|
@media (max-width: 540px) {
|
|
div.input {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
}
|
|
}
|
|
/* input_area and input_prompt must match in top border and margin for alignment */
|
|
div.input_prompt {
|
|
color: #303F9F;
|
|
border-top: 1px solid transparent;
|
|
}
|
|
div.input_area > div.highlight {
|
|
margin: 0.4em;
|
|
border: none;
|
|
padding: 0px;
|
|
background-color: transparent;
|
|
}
|
|
div.input_area > div.highlight > pre {
|
|
margin: 0px;
|
|
border: none;
|
|
padding: 0px;
|
|
background-color: transparent;
|
|
}
|
|
/* The following gets added to the <head> if it is detected that the user has a
|
|
* monospace font with inconsistent normal/bold/italic height. See
|
|
* notebookmain.js. Such fonts will have keywords vertically offset with
|
|
* respect to the rest of the text. The user should select a better font.
|
|
* See: https://github.com/ipython/ipython/issues/1503
|
|
*
|
|
* .CodeMirror span {
|
|
* vertical-align: bottom;
|
|
* }
|
|
*/
|
|
.CodeMirror {
|
|
line-height: 1.21429em;
|
|
/* Changed from 1em to our global default */
|
|
font-size: 14px;
|
|
height: auto;
|
|
/* Changed to auto to autogrow */
|
|
background: none;
|
|
/* Changed from white to allow our bg to show through */
|
|
}
|
|
.CodeMirror-scroll {
|
|
/* The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
|
|
/* We have found that if it is visible, vertical scrollbars appear with font size changes.*/
|
|
overflow-y: hidden;
|
|
overflow-x: auto;
|
|
}
|
|
.CodeMirror-lines {
|
|
/* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
|
|
/* we have set a different line-height and want this to scale with that. */
|
|
/* Note that this should set vertical padding only, since CodeMirror assumes
|
|
that horizontal padding will be set on CodeMirror pre */
|
|
padding: 0.4em 0;
|
|
}
|
|
.CodeMirror-linenumber {
|
|
padding: 0 8px 0 4px;
|
|
}
|
|
.CodeMirror-gutters {
|
|
border-bottom-left-radius: 2px;
|
|
border-top-left-radius: 2px;
|
|
}
|
|
.CodeMirror pre {
|
|
/* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
|
|
use .CodeMirror-lines for vertical */
|
|
padding: 0 0.4em;
|
|
border: 0;
|
|
border-radius: 0;
|
|
}
|
|
.CodeMirror-cursor {
|
|
border-left: 1.4px solid black;
|
|
}
|
|
@media screen and (min-width: 2138px) and (max-width: 4319px) {
|
|
.CodeMirror-cursor {
|
|
border-left: 2px solid black;
|
|
}
|
|
}
|
|
@media screen and (min-width: 4320px) {
|
|
.CodeMirror-cursor {
|
|
border-left: 4px solid black;
|
|
}
|
|
}
|
|
/*
|
|
|
|
Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
|
|
Adapted from GitHub theme
|
|
|
|
*/
|
|
.highlight-base {
|
|
color: #000;
|
|
}
|
|
.highlight-variable {
|
|
color: #000;
|
|
}
|
|
.highlight-variable-2 {
|
|
color: #1a1a1a;
|
|
}
|
|
.highlight-variable-3 {
|
|
color: #333333;
|
|
}
|
|
.highlight-string {
|
|
color: #BA2121;
|
|
}
|
|
.highlight-comment {
|
|
color: #408080;
|
|
font-style: italic;
|
|
}
|
|
.highlight-number {
|
|
color: #080;
|
|
}
|
|
.highlight-atom {
|
|
color: #88F;
|
|
}
|
|
.highlight-keyword {
|
|
color: #008000;
|
|
font-weight: bold;
|
|
}
|
|
.highlight-builtin {
|
|
color: #008000;
|
|
}
|
|
.highlight-error {
|
|
color: #f00;
|
|
}
|
|
.highlight-operator {
|
|
color: #AA22FF;
|
|
font-weight: bold;
|
|
}
|
|
.highlight-meta {
|
|
color: #AA22FF;
|
|
}
|
|
/* previously not defined, copying from default codemirror */
|
|
.highlight-def {
|
|
color: #00f;
|
|
}
|
|
.highlight-string-2 {
|
|
color: #f50;
|
|
}
|
|
.highlight-qualifier {
|
|
color: #555;
|
|
}
|
|
.highlight-bracket {
|
|
color: #997;
|
|
}
|
|
.highlight-tag {
|
|
color: #170;
|
|
}
|
|
.highlight-attribute {
|
|
color: #00c;
|
|
}
|
|
.highlight-header {
|
|
color: blue;
|
|
}
|
|
.highlight-quote {
|
|
color: #090;
|
|
}
|
|
.highlight-link {
|
|
color: #00c;
|
|
}
|
|
/* apply the same style to codemirror */
|
|
.cm-s-ipython span.cm-keyword {
|
|
color: #008000;
|
|
font-weight: bold;
|
|
}
|
|
.cm-s-ipython span.cm-atom {
|
|
color: #88F;
|
|
}
|
|
.cm-s-ipython span.cm-number {
|
|
color: #080;
|
|
}
|
|
.cm-s-ipython span.cm-def {
|
|
color: #00f;
|
|
}
|
|
.cm-s-ipython span.cm-variable {
|
|
color: #000;
|
|
}
|
|
.cm-s-ipython span.cm-operator {
|
|
color: #AA22FF;
|
|
font-weight: bold;
|
|
}
|
|
.cm-s-ipython span.cm-variable-2 {
|
|
color: #1a1a1a;
|
|
}
|
|
.cm-s-ipython span.cm-variable-3 {
|
|
color: #333333;
|
|
}
|
|
.cm-s-ipython span.cm-comment {
|
|
color: #408080;
|
|
font-style: italic;
|
|
}
|
|
.cm-s-ipython span.cm-string {
|
|
color: #BA2121;
|
|
}
|
|
.cm-s-ipython span.cm-string-2 {
|
|
color: #f50;
|
|
}
|
|
.cm-s-ipython span.cm-meta {
|
|
color: #AA22FF;
|
|
}
|
|
.cm-s-ipython span.cm-qualifier {
|
|
color: #555;
|
|
}
|
|
.cm-s-ipython span.cm-builtin {
|
|
color: #008000;
|
|
}
|
|
.cm-s-ipython span.cm-bracket {
|
|
color: #997;
|
|
}
|
|
.cm-s-ipython span.cm-tag {
|
|
color: #170;
|
|
}
|
|
.cm-s-ipython span.cm-attribute {
|
|
color: #00c;
|
|
}
|
|
.cm-s-ipython span.cm-header {
|
|
color: blue;
|
|
}
|
|
.cm-s-ipython span.cm-quote {
|
|
color: #090;
|
|
}
|
|
.cm-s-ipython span.cm-link {
|
|
color: #00c;
|
|
}
|
|
.cm-s-ipython span.cm-error {
|
|
color: #f00;
|
|
}
|
|
.cm-s-ipython span.cm-tab {
|
|
background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
|
|
background-position: right;
|
|
background-repeat: no-repeat;
|
|
}
|
|
div.output_wrapper {
|
|
/* this position must be relative to enable descendents to be absolute within it */
|
|
position: relative;
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
z-index: 1;
|
|
}
|
|
/* class for the output area when it should be height-limited */
|
|
div.output_scroll {
|
|
/* ideally, this would be max-height, but FF barfs all over that */
|
|
height: 24em;
|
|
/* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
|
|
width: 100%;
|
|
overflow: auto;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
|
|
box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
|
|
display: block;
|
|
}
|
|
/* output div while it is collapsed */
|
|
div.output_collapsed {
|
|
margin: 0px;
|
|
padding: 0px;
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
}
|
|
div.out_prompt_overlay {
|
|
height: 100%;
|
|
padding: 0px 0.4em;
|
|
position: absolute;
|
|
border-radius: 2px;
|
|
}
|
|
div.out_prompt_overlay:hover {
|
|
/* use inner shadow to get border that is computed the same on WebKit/FF */
|
|
-webkit-box-shadow: inset 0 0 1px #000;
|
|
box-shadow: inset 0 0 1px #000;
|
|
background: rgba(240, 240, 240, 0.5);
|
|
}
|
|
div.output_prompt {
|
|
color: #D84315;
|
|
}
|
|
/* This class is the outer container of all output sections. */
|
|
div.output_area {
|
|
padding: 0px;
|
|
page-break-inside: avoid;
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: horizontal;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: horizontal;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: horizontal;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: row;
|
|
align-items: stretch;
|
|
}
|
|
div.output_area .MathJax_Display {
|
|
text-align: left !important;
|
|
}
|
|
div.output_area .rendered_html table {
|
|
margin-left: 0;
|
|
margin-right: 0;
|
|
}
|
|
div.output_area .rendered_html img {
|
|
margin-left: 0;
|
|
margin-right: 0;
|
|
}
|
|
div.output_area img,
|
|
div.output_area svg {
|
|
max-width: 100%;
|
|
height: auto;
|
|
}
|
|
div.output_area img.unconfined,
|
|
div.output_area svg.unconfined {
|
|
max-width: none;
|
|
}
|
|
div.output_area .mglyph > img {
|
|
max-width: none;
|
|
}
|
|
/* This is needed to protect the pre formating from global settings such
|
|
as that of bootstrap */
|
|
.output {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
}
|
|
@media (max-width: 540px) {
|
|
div.output_area {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: vertical;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: vertical;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: vertical;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: column;
|
|
align-items: stretch;
|
|
}
|
|
}
|
|
div.output_area pre {
|
|
margin: 0;
|
|
padding: 1px 0 1px 0;
|
|
border: 0;
|
|
vertical-align: baseline;
|
|
color: black;
|
|
background-color: transparent;
|
|
border-radius: 0;
|
|
}
|
|
/* This class is for the output subarea inside the output_area and after
|
|
the prompt div. */
|
|
div.output_subarea {
|
|
overflow-x: auto;
|
|
padding: 0.4em;
|
|
/* Old browsers */
|
|
-webkit-box-flex: 1;
|
|
-moz-box-flex: 1;
|
|
box-flex: 1;
|
|
/* Modern browsers */
|
|
flex: 1;
|
|
max-width: calc(100% - 14ex);
|
|
}
|
|
div.output_scroll div.output_subarea {
|
|
overflow-x: visible;
|
|
}
|
|
/* The rest of the output_* classes are for special styling of the different
|
|
output types */
|
|
/* all text output has this class: */
|
|
div.output_text {
|
|
text-align: left;
|
|
color: #000;
|
|
/* This has to match that of the the CodeMirror class line-height below */
|
|
line-height: 1.21429em;
|
|
}
|
|
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
|
|
div.output_stderr {
|
|
background: #fdd;
|
|
/* very light red background for stderr */
|
|
}
|
|
div.output_latex {
|
|
text-align: left;
|
|
}
|
|
/* Empty output_javascript divs should have no height */
|
|
div.output_javascript:empty {
|
|
padding: 0;
|
|
}
|
|
.js-error {
|
|
color: darkred;
|
|
}
|
|
/* raw_input styles */
|
|
div.raw_input_container {
|
|
line-height: 1.21429em;
|
|
padding-top: 5px;
|
|
}
|
|
pre.raw_input_prompt {
|
|
/* nothing needed here. */
|
|
}
|
|
input.raw_input {
|
|
font-family: monospace;
|
|
font-size: inherit;
|
|
color: inherit;
|
|
width: auto;
|
|
/* make sure input baseline aligns with prompt */
|
|
vertical-align: baseline;
|
|
/* padding + margin = 0.5em between prompt and cursor */
|
|
padding: 0em 0.25em;
|
|
margin: 0em 0.25em;
|
|
}
|
|
input.raw_input:focus {
|
|
box-shadow: none;
|
|
}
|
|
p.p-space {
|
|
margin-bottom: 10px;
|
|
}
|
|
div.output_unrecognized {
|
|
padding: 5px;
|
|
font-weight: bold;
|
|
color: red;
|
|
}
|
|
div.output_unrecognized a {
|
|
color: inherit;
|
|
text-decoration: none;
|
|
}
|
|
div.output_unrecognized a:hover {
|
|
color: inherit;
|
|
text-decoration: none;
|
|
}
|
|
.rendered_html {
|
|
color: #000;
|
|
/* any extras will just be numbers: */
|
|
}
|
|
.rendered_html em {
|
|
font-style: italic;
|
|
}
|
|
.rendered_html strong {
|
|
font-weight: bold;
|
|
}
|
|
.rendered_html u {
|
|
text-decoration: underline;
|
|
}
|
|
.rendered_html :link {
|
|
text-decoration: underline;
|
|
}
|
|
.rendered_html :visited {
|
|
text-decoration: underline;
|
|
}
|
|
.rendered_html h1 {
|
|
font-size: 185.7%;
|
|
margin: 1.08em 0 0 0;
|
|
font-weight: bold;
|
|
line-height: 1.0;
|
|
}
|
|
.rendered_html h2 {
|
|
font-size: 157.1%;
|
|
margin: 1.27em 0 0 0;
|
|
font-weight: bold;
|
|
line-height: 1.0;
|
|
}
|
|
.rendered_html h3 {
|
|
font-size: 128.6%;
|
|
margin: 1.55em 0 0 0;
|
|
font-weight: bold;
|
|
line-height: 1.0;
|
|
}
|
|
.rendered_html h4 {
|
|
font-size: 100%;
|
|
margin: 2em 0 0 0;
|
|
font-weight: bold;
|
|
line-height: 1.0;
|
|
}
|
|
.rendered_html h5 {
|
|
font-size: 100%;
|
|
margin: 2em 0 0 0;
|
|
font-weight: bold;
|
|
line-height: 1.0;
|
|
font-style: italic;
|
|
}
|
|
.rendered_html h6 {
|
|
font-size: 100%;
|
|
margin: 2em 0 0 0;
|
|
font-weight: bold;
|
|
line-height: 1.0;
|
|
font-style: italic;
|
|
}
|
|
.rendered_html h1:first-child {
|
|
margin-top: 0.538em;
|
|
}
|
|
.rendered_html h2:first-child {
|
|
margin-top: 0.636em;
|
|
}
|
|
.rendered_html h3:first-child {
|
|
margin-top: 0.777em;
|
|
}
|
|
.rendered_html h4:first-child {
|
|
margin-top: 1em;
|
|
}
|
|
.rendered_html h5:first-child {
|
|
margin-top: 1em;
|
|
}
|
|
.rendered_html h6:first-child {
|
|
margin-top: 1em;
|
|
}
|
|
.rendered_html ul:not(.list-inline),
|
|
.rendered_html ol:not(.list-inline) {
|
|
padding-left: 2em;
|
|
}
|
|
.rendered_html ul {
|
|
list-style: disc;
|
|
}
|
|
.rendered_html ul ul {
|
|
list-style: square;
|
|
margin-top: 0;
|
|
}
|
|
.rendered_html ul ul ul {
|
|
list-style: circle;
|
|
}
|
|
.rendered_html ol {
|
|
list-style: decimal;
|
|
}
|
|
.rendered_html ol ol {
|
|
list-style: upper-alpha;
|
|
margin-top: 0;
|
|
}
|
|
.rendered_html ol ol ol {
|
|
list-style: lower-alpha;
|
|
}
|
|
.rendered_html ol ol ol ol {
|
|
list-style: lower-roman;
|
|
}
|
|
.rendered_html ol ol ol ol ol {
|
|
list-style: decimal;
|
|
}
|
|
.rendered_html * + ul {
|
|
margin-top: 1em;
|
|
}
|
|
.rendered_html * + ol {
|
|
margin-top: 1em;
|
|
}
|
|
.rendered_html hr {
|
|
color: black;
|
|
background-color: black;
|
|
}
|
|
.rendered_html pre {
|
|
margin: 1em 2em;
|
|
padding: 0px;
|
|
background-color: #fff;
|
|
}
|
|
.rendered_html code {
|
|
background-color: #eff0f1;
|
|
}
|
|
.rendered_html p code {
|
|
padding: 1px 5px;
|
|
}
|
|
.rendered_html pre code {
|
|
background-color: #fff;
|
|
}
|
|
.rendered_html pre,
|
|
.rendered_html code {
|
|
border: 0;
|
|
color: #000;
|
|
font-size: 100%;
|
|
}
|
|
.rendered_html blockquote {
|
|
margin: 1em 2em;
|
|
}
|
|
.rendered_html table {
|
|
margin-left: auto;
|
|
margin-right: auto;
|
|
border: none;
|
|
border-collapse: collapse;
|
|
border-spacing: 0;
|
|
color: black;
|
|
font-size: 12px;
|
|
table-layout: fixed;
|
|
}
|
|
.rendered_html thead {
|
|
border-bottom: 1px solid black;
|
|
vertical-align: bottom;
|
|
}
|
|
.rendered_html tr,
|
|
.rendered_html th,
|
|
.rendered_html td {
|
|
text-align: right;
|
|
vertical-align: middle;
|
|
padding: 0.5em 0.5em;
|
|
line-height: normal;
|
|
white-space: normal;
|
|
max-width: none;
|
|
border: none;
|
|
}
|
|
.rendered_html th {
|
|
font-weight: bold;
|
|
}
|
|
.rendered_html tbody tr:nth-child(odd) {
|
|
background: #f5f5f5;
|
|
}
|
|
.rendered_html tbody tr:hover {
|
|
background: rgba(66, 165, 245, 0.2);
|
|
}
|
|
.rendered_html * + table {
|
|
margin-top: 1em;
|
|
}
|
|
.rendered_html p {
|
|
text-align: left;
|
|
}
|
|
.rendered_html * + p {
|
|
margin-top: 1em;
|
|
}
|
|
.rendered_html img {
|
|
display: block;
|
|
margin-left: auto;
|
|
margin-right: auto;
|
|
}
|
|
.rendered_html * + img {
|
|
margin-top: 1em;
|
|
}
|
|
.rendered_html img,
|
|
.rendered_html svg {
|
|
max-width: 100%;
|
|
height: auto;
|
|
}
|
|
.rendered_html img.unconfined,
|
|
.rendered_html svg.unconfined {
|
|
max-width: none;
|
|
}
|
|
.rendered_html .alert {
|
|
margin-bottom: initial;
|
|
}
|
|
.rendered_html * + .alert {
|
|
margin-top: 1em;
|
|
}
|
|
[dir="rtl"] .rendered_html p {
|
|
text-align: right;
|
|
}
|
|
div.text_cell {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: horizontal;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: horizontal;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: horizontal;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: row;
|
|
align-items: stretch;
|
|
}
|
|
@media (max-width: 540px) {
|
|
div.text_cell > div.prompt {
|
|
display: none;
|
|
}
|
|
}
|
|
div.text_cell_render {
|
|
/*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
|
|
outline: none;
|
|
resize: none;
|
|
width: inherit;
|
|
border-style: none;
|
|
padding: 0.5em 0.5em 0.5em 0.4em;
|
|
color: #000;
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
}
|
|
a.anchor-link:link {
|
|
text-decoration: none;
|
|
padding: 0px 20px;
|
|
visibility: hidden;
|
|
}
|
|
h1:hover .anchor-link,
|
|
h2:hover .anchor-link,
|
|
h3:hover .anchor-link,
|
|
h4:hover .anchor-link,
|
|
h5:hover .anchor-link,
|
|
h6:hover .anchor-link {
|
|
visibility: visible;
|
|
}
|
|
.text_cell.rendered .input_area {
|
|
display: none;
|
|
}
|
|
.text_cell.rendered .rendered_html {
|
|
overflow-x: auto;
|
|
overflow-y: hidden;
|
|
}
|
|
.text_cell.rendered .rendered_html tr,
|
|
.text_cell.rendered .rendered_html th,
|
|
.text_cell.rendered .rendered_html td {
|
|
max-width: none;
|
|
}
|
|
.text_cell.unrendered .text_cell_render {
|
|
display: none;
|
|
}
|
|
.text_cell .dropzone .input_area {
|
|
border: 2px dashed #bababa;
|
|
margin: -1px;
|
|
}
|
|
.cm-header-1,
|
|
.cm-header-2,
|
|
.cm-header-3,
|
|
.cm-header-4,
|
|
.cm-header-5,
|
|
.cm-header-6 {
|
|
font-weight: bold;
|
|
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
|
|
}
|
|
.cm-header-1 {
|
|
font-size: 185.7%;
|
|
}
|
|
.cm-header-2 {
|
|
font-size: 157.1%;
|
|
}
|
|
.cm-header-3 {
|
|
font-size: 128.6%;
|
|
}
|
|
.cm-header-4 {
|
|
font-size: 110%;
|
|
}
|
|
.cm-header-5 {
|
|
font-size: 100%;
|
|
font-style: italic;
|
|
}
|
|
.cm-header-6 {
|
|
font-size: 100%;
|
|
font-style: italic;
|
|
}
|
|
/*!
|
|
*
|
|
* IPython notebook webapp
|
|
*
|
|
*/
|
|
@media (max-width: 767px) {
|
|
.notebook_app {
|
|
padding-left: 0px;
|
|
padding-right: 0px;
|
|
}
|
|
}
|
|
#ipython-main-app {
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
height: 100%;
|
|
}
|
|
div#notebook_panel {
|
|
margin: 0px;
|
|
padding: 0px;
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
height: 100%;
|
|
}
|
|
div#notebook {
|
|
font-size: 14px;
|
|
line-height: 20px;
|
|
overflow-y: hidden;
|
|
overflow-x: auto;
|
|
width: 100%;
|
|
/* This spaces the page away from the edge of the notebook area */
|
|
padding-top: 20px;
|
|
margin: 0px;
|
|
outline: none;
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
min-height: 100%;
|
|
}
|
|
@media not print {
|
|
#notebook-container {
|
|
padding: 15px;
|
|
background-color: #fff;
|
|
min-height: 0;
|
|
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
}
|
|
}
|
|
@media print {
|
|
#notebook-container {
|
|
width: 100%;
|
|
}
|
|
}
|
|
div.ui-widget-content {
|
|
border: 1px solid #ababab;
|
|
outline: none;
|
|
}
|
|
pre.dialog {
|
|
background-color: #f7f7f7;
|
|
border: 1px solid #ddd;
|
|
border-radius: 2px;
|
|
padding: 0.4em;
|
|
padding-left: 2em;
|
|
}
|
|
p.dialog {
|
|
padding: 0.2em;
|
|
}
|
|
/* Word-wrap output correctly. This is the CSS3 spelling, though Firefox seems
|
|
to not honor it correctly. Webkit browsers (Chrome, rekonq, Safari) do.
|
|
*/
|
|
pre,
|
|
code,
|
|
kbd,
|
|
samp {
|
|
white-space: pre-wrap;
|
|
}
|
|
#fonttest {
|
|
font-family: monospace;
|
|
}
|
|
p {
|
|
margin-bottom: 0;
|
|
}
|
|
.end_space {
|
|
min-height: 100px;
|
|
transition: height .2s ease;
|
|
}
|
|
.notebook_app > #header {
|
|
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
}
|
|
@media not print {
|
|
.notebook_app {
|
|
background-color: #EEE;
|
|
}
|
|
}
|
|
kbd {
|
|
border-style: solid;
|
|
border-width: 1px;
|
|
box-shadow: none;
|
|
margin: 2px;
|
|
padding-left: 2px;
|
|
padding-right: 2px;
|
|
padding-top: 1px;
|
|
padding-bottom: 1px;
|
|
}
|
|
.jupyter-keybindings {
|
|
padding: 1px;
|
|
line-height: 24px;
|
|
border-bottom: 1px solid gray;
|
|
}
|
|
.jupyter-keybindings input {
|
|
margin: 0;
|
|
padding: 0;
|
|
border: none;
|
|
}
|
|
.jupyter-keybindings i {
|
|
padding: 6px;
|
|
}
|
|
.well code {
|
|
background-color: #ffffff;
|
|
border-color: #ababab;
|
|
border-width: 1px;
|
|
border-style: solid;
|
|
padding: 2px;
|
|
padding-top: 1px;
|
|
padding-bottom: 1px;
|
|
}
|
|
/* CSS for the cell toolbar */
|
|
.celltoolbar {
|
|
border: thin solid #CFCFCF;
|
|
border-bottom: none;
|
|
background: #EEE;
|
|
border-radius: 2px 2px 0px 0px;
|
|
width: 100%;
|
|
height: 29px;
|
|
padding-right: 4px;
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: horizontal;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: horizontal;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: horizontal;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: row;
|
|
align-items: stretch;
|
|
/* Old browsers */
|
|
-webkit-box-pack: end;
|
|
-moz-box-pack: end;
|
|
box-pack: end;
|
|
/* Modern browsers */
|
|
justify-content: flex-end;
|
|
display: -webkit-flex;
|
|
}
|
|
@media print {
|
|
.celltoolbar {
|
|
display: none;
|
|
}
|
|
}
|
|
.ctb_hideshow {
|
|
display: none;
|
|
vertical-align: bottom;
|
|
}
|
|
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
|
|
Cell toolbars are only shown when the ctb_global_show class is also set.
|
|
*/
|
|
.ctb_global_show .ctb_show.ctb_hideshow {
|
|
display: block;
|
|
}
|
|
.ctb_global_show .ctb_show + .input_area,
|
|
.ctb_global_show .ctb_show + div.text_cell_input,
|
|
.ctb_global_show .ctb_show ~ div.text_cell_render {
|
|
border-top-right-radius: 0px;
|
|
border-top-left-radius: 0px;
|
|
}
|
|
.ctb_global_show .ctb_show ~ div.text_cell_render {
|
|
border: 1px solid #cfcfcf;
|
|
}
|
|
.celltoolbar {
|
|
font-size: 87%;
|
|
padding-top: 3px;
|
|
}
|
|
.celltoolbar select {
|
|
display: block;
|
|
width: 100%;
|
|
height: 32px;
|
|
padding: 6px 12px;
|
|
font-size: 13px;
|
|
line-height: 1.42857143;
|
|
color: #555555;
|
|
background-color: #fff;
|
|
background-image: none;
|
|
border: 1px solid #ccc;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
-webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
-o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
height: 30px;
|
|
padding: 5px 10px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
border-radius: 1px;
|
|
width: inherit;
|
|
font-size: inherit;
|
|
height: 22px;
|
|
padding: 0px;
|
|
display: inline-block;
|
|
}
|
|
.celltoolbar select:focus {
|
|
border-color: #66afe9;
|
|
outline: 0;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
|
|
box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
|
|
}
|
|
.celltoolbar select::-moz-placeholder {
|
|
color: #999;
|
|
opacity: 1;
|
|
}
|
|
.celltoolbar select:-ms-input-placeholder {
|
|
color: #999;
|
|
}
|
|
.celltoolbar select::-webkit-input-placeholder {
|
|
color: #999;
|
|
}
|
|
.celltoolbar select::-ms-expand {
|
|
border: 0;
|
|
background-color: transparent;
|
|
}
|
|
.celltoolbar select[disabled],
|
|
.celltoolbar select[readonly],
|
|
fieldset[disabled] .celltoolbar select {
|
|
background-color: #eeeeee;
|
|
opacity: 1;
|
|
}
|
|
.celltoolbar select[disabled],
|
|
fieldset[disabled] .celltoolbar select {
|
|
cursor: not-allowed;
|
|
}
|
|
textarea.celltoolbar select {
|
|
height: auto;
|
|
}
|
|
select.celltoolbar select {
|
|
height: 30px;
|
|
line-height: 30px;
|
|
}
|
|
textarea.celltoolbar select,
|
|
select[multiple].celltoolbar select {
|
|
height: auto;
|
|
}
|
|
.celltoolbar label {
|
|
margin-left: 5px;
|
|
margin-right: 5px;
|
|
}
|
|
.tags_button_container {
|
|
width: 100%;
|
|
display: flex;
|
|
}
|
|
.tag-container {
|
|
display: flex;
|
|
flex-direction: row;
|
|
flex-grow: 1;
|
|
overflow: hidden;
|
|
position: relative;
|
|
}
|
|
.tag-container > * {
|
|
margin: 0 4px;
|
|
}
|
|
.remove-tag-btn {
|
|
margin-left: 4px;
|
|
}
|
|
.tags-input {
|
|
display: flex;
|
|
}
|
|
.cell-tag:last-child:after {
|
|
content: "";
|
|
position: absolute;
|
|
right: 0;
|
|
width: 40px;
|
|
height: 100%;
|
|
/* Fade to background color of cell toolbar */
|
|
background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
|
|
}
|
|
.tags-input > * {
|
|
margin-left: 4px;
|
|
}
|
|
.cell-tag,
|
|
.tags-input input,
|
|
.tags-input button {
|
|
display: block;
|
|
width: 100%;
|
|
height: 32px;
|
|
padding: 6px 12px;
|
|
font-size: 13px;
|
|
line-height: 1.42857143;
|
|
color: #555555;
|
|
background-color: #fff;
|
|
background-image: none;
|
|
border: 1px solid #ccc;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
|
|
-webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
-o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
|
|
height: 30px;
|
|
padding: 5px 10px;
|
|
font-size: 12px;
|
|
line-height: 1.5;
|
|
border-radius: 1px;
|
|
box-shadow: none;
|
|
width: inherit;
|
|
font-size: inherit;
|
|
height: 22px;
|
|
line-height: 22px;
|
|
padding: 0px 4px;
|
|
display: inline-block;
|
|
}
|
|
.cell-tag:focus,
|
|
.tags-input input:focus,
|
|
.tags-input button:focus {
|
|
border-color: #66afe9;
|
|
outline: 0;
|
|
-webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
|
|
box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
|
|
}
|
|
.cell-tag::-moz-placeholder,
|
|
.tags-input input::-moz-placeholder,
|
|
.tags-input button::-moz-placeholder {
|
|
color: #999;
|
|
opacity: 1;
|
|
}
|
|
.cell-tag:-ms-input-placeholder,
|
|
.tags-input input:-ms-input-placeholder,
|
|
.tags-input button:-ms-input-placeholder {
|
|
color: #999;
|
|
}
|
|
.cell-tag::-webkit-input-placeholder,
|
|
.tags-input input::-webkit-input-placeholder,
|
|
.tags-input button::-webkit-input-placeholder {
|
|
color: #999;
|
|
}
|
|
.cell-tag::-ms-expand,
|
|
.tags-input input::-ms-expand,
|
|
.tags-input button::-ms-expand {
|
|
border: 0;
|
|
background-color: transparent;
|
|
}
|
|
.cell-tag[disabled],
|
|
.tags-input input[disabled],
|
|
.tags-input button[disabled],
|
|
.cell-tag[readonly],
|
|
.tags-input input[readonly],
|
|
.tags-input button[readonly],
|
|
fieldset[disabled] .cell-tag,
|
|
fieldset[disabled] .tags-input input,
|
|
fieldset[disabled] .tags-input button {
|
|
background-color: #eeeeee;
|
|
opacity: 1;
|
|
}
|
|
.cell-tag[disabled],
|
|
.tags-input input[disabled],
|
|
.tags-input button[disabled],
|
|
fieldset[disabled] .cell-tag,
|
|
fieldset[disabled] .tags-input input,
|
|
fieldset[disabled] .tags-input button {
|
|
cursor: not-allowed;
|
|
}
|
|
textarea.cell-tag,
|
|
textarea.tags-input input,
|
|
textarea.tags-input button {
|
|
height: auto;
|
|
}
|
|
select.cell-tag,
|
|
select.tags-input input,
|
|
select.tags-input button {
|
|
height: 30px;
|
|
line-height: 30px;
|
|
}
|
|
textarea.cell-tag,
|
|
textarea.tags-input input,
|
|
textarea.tags-input button,
|
|
select[multiple].cell-tag,
|
|
select[multiple].tags-input input,
|
|
select[multiple].tags-input button {
|
|
height: auto;
|
|
}
|
|
.cell-tag,
|
|
.tags-input button {
|
|
padding: 0px 4px;
|
|
}
|
|
.cell-tag {
|
|
background-color: #fff;
|
|
white-space: nowrap;
|
|
}
|
|
.tags-input input[type=text]:focus {
|
|
outline: none;
|
|
box-shadow: none;
|
|
border-color: #ccc;
|
|
}
|
|
.completions {
|
|
position: absolute;
|
|
z-index: 110;
|
|
overflow: hidden;
|
|
border: 1px solid #ababab;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: 0px 6px 10px -1px #adadad;
|
|
box-shadow: 0px 6px 10px -1px #adadad;
|
|
line-height: 1;
|
|
}
|
|
.completions select {
|
|
background: white;
|
|
outline: none;
|
|
border: none;
|
|
padding: 0px;
|
|
margin: 0px;
|
|
overflow: auto;
|
|
font-family: monospace;
|
|
font-size: 110%;
|
|
color: #000;
|
|
width: auto;
|
|
}
|
|
.completions select option.context {
|
|
color: #286090;
|
|
}
|
|
#kernel_logo_widget .current_kernel_logo {
|
|
display: none;
|
|
margin-top: -1px;
|
|
margin-bottom: -1px;
|
|
width: 32px;
|
|
height: 32px;
|
|
}
|
|
[dir="rtl"] #kernel_logo_widget {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
.modal .modal-body .move-path {
|
|
display: flex;
|
|
flex-direction: row;
|
|
justify-content: space;
|
|
align-items: center;
|
|
}
|
|
.modal .modal-body .move-path .server-root {
|
|
padding-right: 20px;
|
|
}
|
|
.modal .modal-body .move-path .path-input {
|
|
flex: 1;
|
|
}
|
|
#menubar {
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
margin-top: 1px;
|
|
}
|
|
#menubar .navbar {
|
|
border-top: 1px;
|
|
border-radius: 0px 0px 2px 2px;
|
|
margin-bottom: 0px;
|
|
}
|
|
#menubar .navbar-toggle {
|
|
float: left;
|
|
padding-top: 7px;
|
|
padding-bottom: 7px;
|
|
border: none;
|
|
}
|
|
#menubar .navbar-collapse {
|
|
clear: left;
|
|
}
|
|
[dir="rtl"] #menubar .navbar-toggle {
|
|
float: right;
|
|
}
|
|
[dir="rtl"] #menubar .navbar-collapse {
|
|
clear: right;
|
|
}
|
|
[dir="rtl"] #menubar .navbar-nav {
|
|
float: right;
|
|
}
|
|
[dir="rtl"] #menubar .nav {
|
|
padding-right: 0px;
|
|
}
|
|
[dir="rtl"] #menubar .navbar-nav > li {
|
|
float: right;
|
|
}
|
|
[dir="rtl"] #menubar .navbar-right {
|
|
float: left !important;
|
|
}
|
|
[dir="rtl"] ul.dropdown-menu {
|
|
text-align: right;
|
|
left: auto;
|
|
}
|
|
[dir="rtl"] ul#new-menu.dropdown-menu {
|
|
right: auto;
|
|
left: 0;
|
|
}
|
|
.nav-wrapper {
|
|
border-bottom: 1px solid #e7e7e7;
|
|
}
|
|
i.menu-icon {
|
|
padding-top: 4px;
|
|
}
|
|
[dir="rtl"] i.menu-icon.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
ul#help_menu li a {
|
|
overflow: hidden;
|
|
padding-right: 2.2em;
|
|
}
|
|
ul#help_menu li a i {
|
|
margin-right: -1.2em;
|
|
}
|
|
[dir="rtl"] ul#help_menu li a {
|
|
padding-left: 2.2em;
|
|
}
|
|
[dir="rtl"] ul#help_menu li a i {
|
|
margin-right: 0;
|
|
margin-left: -1.2em;
|
|
}
|
|
[dir="rtl"] ul#help_menu li a i.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
.dropdown-submenu {
|
|
position: relative;
|
|
}
|
|
.dropdown-submenu > .dropdown-menu {
|
|
top: 0;
|
|
left: 100%;
|
|
margin-top: -6px;
|
|
margin-left: -1px;
|
|
}
|
|
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
|
|
right: 100%;
|
|
margin-right: -1px;
|
|
}
|
|
.dropdown-submenu:hover > .dropdown-menu {
|
|
display: block;
|
|
}
|
|
.dropdown-submenu > a:after {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
display: block;
|
|
content: "\f0da";
|
|
float: right;
|
|
color: #333333;
|
|
margin-top: 2px;
|
|
margin-right: -10px;
|
|
}
|
|
.dropdown-submenu > a:after.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dropdown-submenu > a:after.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.dropdown-submenu > a:after.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.dropdown-submenu > a:after.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
[dir="rtl"] .dropdown-submenu > a:after {
|
|
float: left;
|
|
content: "\f0d9";
|
|
margin-right: 0;
|
|
margin-left: -10px;
|
|
}
|
|
.dropdown-submenu:hover > a:after {
|
|
color: #262626;
|
|
}
|
|
.dropdown-submenu.pull-left {
|
|
float: none;
|
|
}
|
|
.dropdown-submenu.pull-left > .dropdown-menu {
|
|
left: -100%;
|
|
margin-left: 10px;
|
|
}
|
|
#notification_area {
|
|
float: right !important;
|
|
float: right;
|
|
z-index: 10;
|
|
}
|
|
[dir="rtl"] #notification_area {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
.indicator_area {
|
|
float: right !important;
|
|
float: right;
|
|
color: #777;
|
|
margin-left: 5px;
|
|
margin-right: 5px;
|
|
width: 11px;
|
|
z-index: 10;
|
|
text-align: center;
|
|
width: auto;
|
|
}
|
|
[dir="rtl"] .indicator_area {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
#kernel_indicator {
|
|
float: right !important;
|
|
float: right;
|
|
color: #777;
|
|
margin-left: 5px;
|
|
margin-right: 5px;
|
|
width: 11px;
|
|
z-index: 10;
|
|
text-align: center;
|
|
width: auto;
|
|
border-left: 1px solid;
|
|
}
|
|
#kernel_indicator .kernel_indicator_name {
|
|
padding-left: 5px;
|
|
padding-right: 5px;
|
|
}
|
|
[dir="rtl"] #kernel_indicator {
|
|
float: left !important;
|
|
float: left;
|
|
border-left: 0;
|
|
border-right: 1px solid;
|
|
}
|
|
#modal_indicator {
|
|
float: right !important;
|
|
float: right;
|
|
color: #777;
|
|
margin-left: 5px;
|
|
margin-right: 5px;
|
|
width: 11px;
|
|
z-index: 10;
|
|
text-align: center;
|
|
width: auto;
|
|
}
|
|
[dir="rtl"] #modal_indicator {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
#readonly-indicator {
|
|
float: right !important;
|
|
float: right;
|
|
color: #777;
|
|
margin-left: 5px;
|
|
margin-right: 5px;
|
|
width: 11px;
|
|
z-index: 10;
|
|
text-align: center;
|
|
width: auto;
|
|
margin-top: 2px;
|
|
margin-bottom: 0px;
|
|
margin-left: 0px;
|
|
margin-right: 0px;
|
|
display: none;
|
|
}
|
|
.modal_indicator:before {
|
|
width: 1.28571429em;
|
|
text-align: center;
|
|
}
|
|
.edit_mode .modal_indicator:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f040";
|
|
}
|
|
.edit_mode .modal_indicator:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.edit_mode .modal_indicator:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.edit_mode .modal_indicator:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.edit_mode .modal_indicator:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.command_mode .modal_indicator:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: ' ';
|
|
}
|
|
.command_mode .modal_indicator:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.command_mode .modal_indicator:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.command_mode .modal_indicator:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.command_mode .modal_indicator:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.kernel_idle_icon:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f10c";
|
|
}
|
|
.kernel_idle_icon:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.kernel_idle_icon:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.kernel_idle_icon:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.kernel_idle_icon:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.kernel_busy_icon:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f111";
|
|
}
|
|
.kernel_busy_icon:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.kernel_busy_icon:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.kernel_busy_icon:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.kernel_busy_icon:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.kernel_dead_icon:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f1e2";
|
|
}
|
|
.kernel_dead_icon:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.kernel_dead_icon:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.kernel_dead_icon:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.kernel_dead_icon:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.kernel_disconnected_icon:before {
|
|
display: inline-block;
|
|
font: normal normal normal 14px/1 FontAwesome;
|
|
font-size: inherit;
|
|
text-rendering: auto;
|
|
-webkit-font-smoothing: antialiased;
|
|
-moz-osx-font-smoothing: grayscale;
|
|
content: "\f127";
|
|
}
|
|
.kernel_disconnected_icon:before.fa-pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.kernel_disconnected_icon:before.fa-pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.kernel_disconnected_icon:before.pull-left {
|
|
margin-right: .3em;
|
|
}
|
|
.kernel_disconnected_icon:before.pull-right {
|
|
margin-left: .3em;
|
|
}
|
|
.notification_widget {
|
|
color: #777;
|
|
z-index: 10;
|
|
background: rgba(240, 240, 240, 0.5);
|
|
margin-right: 4px;
|
|
color: #333;
|
|
background-color: #fff;
|
|
border-color: #ccc;
|
|
}
|
|
.notification_widget:focus,
|
|
.notification_widget.focus {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #8c8c8c;
|
|
}
|
|
.notification_widget:hover {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #adadad;
|
|
}
|
|
.notification_widget:active,
|
|
.notification_widget.active,
|
|
.open > .dropdown-toggle.notification_widget {
|
|
color: #333;
|
|
background-color: #e6e6e6;
|
|
border-color: #adadad;
|
|
}
|
|
.notification_widget:active:hover,
|
|
.notification_widget.active:hover,
|
|
.open > .dropdown-toggle.notification_widget:hover,
|
|
.notification_widget:active:focus,
|
|
.notification_widget.active:focus,
|
|
.open > .dropdown-toggle.notification_widget:focus,
|
|
.notification_widget:active.focus,
|
|
.notification_widget.active.focus,
|
|
.open > .dropdown-toggle.notification_widget.focus {
|
|
color: #333;
|
|
background-color: #d4d4d4;
|
|
border-color: #8c8c8c;
|
|
}
|
|
.notification_widget:active,
|
|
.notification_widget.active,
|
|
.open > .dropdown-toggle.notification_widget {
|
|
background-image: none;
|
|
}
|
|
.notification_widget.disabled:hover,
|
|
.notification_widget[disabled]:hover,
|
|
fieldset[disabled] .notification_widget:hover,
|
|
.notification_widget.disabled:focus,
|
|
.notification_widget[disabled]:focus,
|
|
fieldset[disabled] .notification_widget:focus,
|
|
.notification_widget.disabled.focus,
|
|
.notification_widget[disabled].focus,
|
|
fieldset[disabled] .notification_widget.focus {
|
|
background-color: #fff;
|
|
border-color: #ccc;
|
|
}
|
|
.notification_widget .badge {
|
|
color: #fff;
|
|
background-color: #333;
|
|
}
|
|
.notification_widget.warning {
|
|
color: #fff;
|
|
background-color: #f0ad4e;
|
|
border-color: #eea236;
|
|
}
|
|
.notification_widget.warning:focus,
|
|
.notification_widget.warning.focus {
|
|
color: #fff;
|
|
background-color: #ec971f;
|
|
border-color: #985f0d;
|
|
}
|
|
.notification_widget.warning:hover {
|
|
color: #fff;
|
|
background-color: #ec971f;
|
|
border-color: #d58512;
|
|
}
|
|
.notification_widget.warning:active,
|
|
.notification_widget.warning.active,
|
|
.open > .dropdown-toggle.notification_widget.warning {
|
|
color: #fff;
|
|
background-color: #ec971f;
|
|
border-color: #d58512;
|
|
}
|
|
.notification_widget.warning:active:hover,
|
|
.notification_widget.warning.active:hover,
|
|
.open > .dropdown-toggle.notification_widget.warning:hover,
|
|
.notification_widget.warning:active:focus,
|
|
.notification_widget.warning.active:focus,
|
|
.open > .dropdown-toggle.notification_widget.warning:focus,
|
|
.notification_widget.warning:active.focus,
|
|
.notification_widget.warning.active.focus,
|
|
.open > .dropdown-toggle.notification_widget.warning.focus {
|
|
color: #fff;
|
|
background-color: #d58512;
|
|
border-color: #985f0d;
|
|
}
|
|
.notification_widget.warning:active,
|
|
.notification_widget.warning.active,
|
|
.open > .dropdown-toggle.notification_widget.warning {
|
|
background-image: none;
|
|
}
|
|
.notification_widget.warning.disabled:hover,
|
|
.notification_widget.warning[disabled]:hover,
|
|
fieldset[disabled] .notification_widget.warning:hover,
|
|
.notification_widget.warning.disabled:focus,
|
|
.notification_widget.warning[disabled]:focus,
|
|
fieldset[disabled] .notification_widget.warning:focus,
|
|
.notification_widget.warning.disabled.focus,
|
|
.notification_widget.warning[disabled].focus,
|
|
fieldset[disabled] .notification_widget.warning.focus {
|
|
background-color: #f0ad4e;
|
|
border-color: #eea236;
|
|
}
|
|
.notification_widget.warning .badge {
|
|
color: #f0ad4e;
|
|
background-color: #fff;
|
|
}
|
|
.notification_widget.success {
|
|
color: #fff;
|
|
background-color: #5cb85c;
|
|
border-color: #4cae4c;
|
|
}
|
|
.notification_widget.success:focus,
|
|
.notification_widget.success.focus {
|
|
color: #fff;
|
|
background-color: #449d44;
|
|
border-color: #255625;
|
|
}
|
|
.notification_widget.success:hover {
|
|
color: #fff;
|
|
background-color: #449d44;
|
|
border-color: #398439;
|
|
}
|
|
.notification_widget.success:active,
|
|
.notification_widget.success.active,
|
|
.open > .dropdown-toggle.notification_widget.success {
|
|
color: #fff;
|
|
background-color: #449d44;
|
|
border-color: #398439;
|
|
}
|
|
.notification_widget.success:active:hover,
|
|
.notification_widget.success.active:hover,
|
|
.open > .dropdown-toggle.notification_widget.success:hover,
|
|
.notification_widget.success:active:focus,
|
|
.notification_widget.success.active:focus,
|
|
.open > .dropdown-toggle.notification_widget.success:focus,
|
|
.notification_widget.success:active.focus,
|
|
.notification_widget.success.active.focus,
|
|
.open > .dropdown-toggle.notification_widget.success.focus {
|
|
color: #fff;
|
|
background-color: #398439;
|
|
border-color: #255625;
|
|
}
|
|
.notification_widget.success:active,
|
|
.notification_widget.success.active,
|
|
.open > .dropdown-toggle.notification_widget.success {
|
|
background-image: none;
|
|
}
|
|
.notification_widget.success.disabled:hover,
|
|
.notification_widget.success[disabled]:hover,
|
|
fieldset[disabled] .notification_widget.success:hover,
|
|
.notification_widget.success.disabled:focus,
|
|
.notification_widget.success[disabled]:focus,
|
|
fieldset[disabled] .notification_widget.success:focus,
|
|
.notification_widget.success.disabled.focus,
|
|
.notification_widget.success[disabled].focus,
|
|
fieldset[disabled] .notification_widget.success.focus {
|
|
background-color: #5cb85c;
|
|
border-color: #4cae4c;
|
|
}
|
|
.notification_widget.success .badge {
|
|
color: #5cb85c;
|
|
background-color: #fff;
|
|
}
|
|
.notification_widget.info {
|
|
color: #fff;
|
|
background-color: #5bc0de;
|
|
border-color: #46b8da;
|
|
}
|
|
.notification_widget.info:focus,
|
|
.notification_widget.info.focus {
|
|
color: #fff;
|
|
background-color: #31b0d5;
|
|
border-color: #1b6d85;
|
|
}
|
|
.notification_widget.info:hover {
|
|
color: #fff;
|
|
background-color: #31b0d5;
|
|
border-color: #269abc;
|
|
}
|
|
.notification_widget.info:active,
|
|
.notification_widget.info.active,
|
|
.open > .dropdown-toggle.notification_widget.info {
|
|
color: #fff;
|
|
background-color: #31b0d5;
|
|
border-color: #269abc;
|
|
}
|
|
.notification_widget.info:active:hover,
|
|
.notification_widget.info.active:hover,
|
|
.open > .dropdown-toggle.notification_widget.info:hover,
|
|
.notification_widget.info:active:focus,
|
|
.notification_widget.info.active:focus,
|
|
.open > .dropdown-toggle.notification_widget.info:focus,
|
|
.notification_widget.info:active.focus,
|
|
.notification_widget.info.active.focus,
|
|
.open > .dropdown-toggle.notification_widget.info.focus {
|
|
color: #fff;
|
|
background-color: #269abc;
|
|
border-color: #1b6d85;
|
|
}
|
|
.notification_widget.info:active,
|
|
.notification_widget.info.active,
|
|
.open > .dropdown-toggle.notification_widget.info {
|
|
background-image: none;
|
|
}
|
|
.notification_widget.info.disabled:hover,
|
|
.notification_widget.info[disabled]:hover,
|
|
fieldset[disabled] .notification_widget.info:hover,
|
|
.notification_widget.info.disabled:focus,
|
|
.notification_widget.info[disabled]:focus,
|
|
fieldset[disabled] .notification_widget.info:focus,
|
|
.notification_widget.info.disabled.focus,
|
|
.notification_widget.info[disabled].focus,
|
|
fieldset[disabled] .notification_widget.info.focus {
|
|
background-color: #5bc0de;
|
|
border-color: #46b8da;
|
|
}
|
|
.notification_widget.info .badge {
|
|
color: #5bc0de;
|
|
background-color: #fff;
|
|
}
|
|
.notification_widget.danger {
|
|
color: #fff;
|
|
background-color: #d9534f;
|
|
border-color: #d43f3a;
|
|
}
|
|
.notification_widget.danger:focus,
|
|
.notification_widget.danger.focus {
|
|
color: #fff;
|
|
background-color: #c9302c;
|
|
border-color: #761c19;
|
|
}
|
|
.notification_widget.danger:hover {
|
|
color: #fff;
|
|
background-color: #c9302c;
|
|
border-color: #ac2925;
|
|
}
|
|
.notification_widget.danger:active,
|
|
.notification_widget.danger.active,
|
|
.open > .dropdown-toggle.notification_widget.danger {
|
|
color: #fff;
|
|
background-color: #c9302c;
|
|
border-color: #ac2925;
|
|
}
|
|
.notification_widget.danger:active:hover,
|
|
.notification_widget.danger.active:hover,
|
|
.open > .dropdown-toggle.notification_widget.danger:hover,
|
|
.notification_widget.danger:active:focus,
|
|
.notification_widget.danger.active:focus,
|
|
.open > .dropdown-toggle.notification_widget.danger:focus,
|
|
.notification_widget.danger:active.focus,
|
|
.notification_widget.danger.active.focus,
|
|
.open > .dropdown-toggle.notification_widget.danger.focus {
|
|
color: #fff;
|
|
background-color: #ac2925;
|
|
border-color: #761c19;
|
|
}
|
|
.notification_widget.danger:active,
|
|
.notification_widget.danger.active,
|
|
.open > .dropdown-toggle.notification_widget.danger {
|
|
background-image: none;
|
|
}
|
|
.notification_widget.danger.disabled:hover,
|
|
.notification_widget.danger[disabled]:hover,
|
|
fieldset[disabled] .notification_widget.danger:hover,
|
|
.notification_widget.danger.disabled:focus,
|
|
.notification_widget.danger[disabled]:focus,
|
|
fieldset[disabled] .notification_widget.danger:focus,
|
|
.notification_widget.danger.disabled.focus,
|
|
.notification_widget.danger[disabled].focus,
|
|
fieldset[disabled] .notification_widget.danger.focus {
|
|
background-color: #d9534f;
|
|
border-color: #d43f3a;
|
|
}
|
|
.notification_widget.danger .badge {
|
|
color: #d9534f;
|
|
background-color: #fff;
|
|
}
|
|
div#pager {
|
|
background-color: #fff;
|
|
font-size: 14px;
|
|
line-height: 20px;
|
|
overflow: hidden;
|
|
display: none;
|
|
position: fixed;
|
|
bottom: 0px;
|
|
width: 100%;
|
|
max-height: 50%;
|
|
padding-top: 8px;
|
|
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
/* Display over codemirror */
|
|
z-index: 100;
|
|
/* Hack which prevents jquery ui resizable from changing top. */
|
|
top: auto !important;
|
|
}
|
|
div#pager pre {
|
|
line-height: 1.21429em;
|
|
color: #000;
|
|
background-color: #f7f7f7;
|
|
padding: 0.4em;
|
|
}
|
|
div#pager #pager-button-area {
|
|
position: absolute;
|
|
top: 8px;
|
|
right: 20px;
|
|
}
|
|
div#pager #pager-contents {
|
|
position: relative;
|
|
overflow: auto;
|
|
width: 100%;
|
|
height: 100%;
|
|
}
|
|
div#pager #pager-contents #pager-container {
|
|
position: relative;
|
|
padding: 15px 0px;
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
}
|
|
div#pager .ui-resizable-handle {
|
|
top: 0px;
|
|
height: 8px;
|
|
background: #f7f7f7;
|
|
border-top: 1px solid #cfcfcf;
|
|
border-bottom: 1px solid #cfcfcf;
|
|
/* This injects handle bars (a short, wide = symbol) for
|
|
the resize handle. */
|
|
}
|
|
div#pager .ui-resizable-handle::after {
|
|
content: '';
|
|
top: 2px;
|
|
left: 50%;
|
|
height: 3px;
|
|
width: 30px;
|
|
margin-left: -15px;
|
|
position: absolute;
|
|
border-top: 1px solid #cfcfcf;
|
|
}
|
|
.quickhelp {
|
|
/* Old browsers */
|
|
display: -webkit-box;
|
|
-webkit-box-orient: horizontal;
|
|
-webkit-box-align: stretch;
|
|
display: -moz-box;
|
|
-moz-box-orient: horizontal;
|
|
-moz-box-align: stretch;
|
|
display: box;
|
|
box-orient: horizontal;
|
|
box-align: stretch;
|
|
/* Modern browsers */
|
|
display: flex;
|
|
flex-direction: row;
|
|
align-items: stretch;
|
|
line-height: 1.8em;
|
|
}
|
|
.shortcut_key {
|
|
display: inline-block;
|
|
width: 21ex;
|
|
text-align: right;
|
|
font-family: monospace;
|
|
}
|
|
.shortcut_descr {
|
|
display: inline-block;
|
|
/* Old browsers */
|
|
-webkit-box-flex: 1;
|
|
-moz-box-flex: 1;
|
|
box-flex: 1;
|
|
/* Modern browsers */
|
|
flex: 1;
|
|
}
|
|
span.save_widget {
|
|
height: 30px;
|
|
margin-top: 4px;
|
|
display: flex;
|
|
justify-content: flex-start;
|
|
align-items: baseline;
|
|
width: 50%;
|
|
flex: 1;
|
|
}
|
|
span.save_widget span.filename {
|
|
height: 100%;
|
|
line-height: 1em;
|
|
margin-left: 16px;
|
|
border: none;
|
|
font-size: 146.5%;
|
|
text-overflow: ellipsis;
|
|
overflow: hidden;
|
|
white-space: nowrap;
|
|
border-radius: 2px;
|
|
}
|
|
span.save_widget span.filename:hover {
|
|
background-color: #e6e6e6;
|
|
}
|
|
[dir="rtl"] span.save_widget.pull-left {
|
|
float: right !important;
|
|
float: right;
|
|
}
|
|
[dir="rtl"] span.save_widget span.filename {
|
|
margin-left: 0;
|
|
margin-right: 16px;
|
|
}
|
|
span.checkpoint_status,
|
|
span.autosave_status {
|
|
font-size: small;
|
|
white-space: nowrap;
|
|
padding: 0 5px;
|
|
}
|
|
@media (max-width: 767px) {
|
|
span.save_widget {
|
|
font-size: small;
|
|
padding: 0 0 0 5px;
|
|
}
|
|
span.checkpoint_status,
|
|
span.autosave_status {
|
|
display: none;
|
|
}
|
|
}
|
|
@media (min-width: 768px) and (max-width: 991px) {
|
|
span.checkpoint_status {
|
|
display: none;
|
|
}
|
|
span.autosave_status {
|
|
font-size: x-small;
|
|
}
|
|
}
|
|
.toolbar {
|
|
padding: 0px;
|
|
margin-left: -5px;
|
|
margin-top: 2px;
|
|
margin-bottom: 5px;
|
|
box-sizing: border-box;
|
|
-moz-box-sizing: border-box;
|
|
-webkit-box-sizing: border-box;
|
|
}
|
|
.toolbar select,
|
|
.toolbar label {
|
|
width: auto;
|
|
vertical-align: middle;
|
|
margin-right: 2px;
|
|
margin-bottom: 0px;
|
|
display: inline;
|
|
font-size: 92%;
|
|
margin-left: 0.3em;
|
|
margin-right: 0.3em;
|
|
padding: 0px;
|
|
padding-top: 3px;
|
|
}
|
|
.toolbar .btn {
|
|
padding: 2px 8px;
|
|
}
|
|
.toolbar .btn-group {
|
|
margin-top: 0px;
|
|
margin-left: 5px;
|
|
}
|
|
.toolbar-btn-label {
|
|
margin-left: 6px;
|
|
}
|
|
#maintoolbar {
|
|
margin-bottom: -3px;
|
|
margin-top: -8px;
|
|
border: 0px;
|
|
min-height: 27px;
|
|
margin-left: 0px;
|
|
padding-top: 11px;
|
|
padding-bottom: 3px;
|
|
}
|
|
#maintoolbar .navbar-text {
|
|
float: none;
|
|
vertical-align: middle;
|
|
text-align: right;
|
|
margin-left: 5px;
|
|
margin-right: 0px;
|
|
margin-top: 0px;
|
|
}
|
|
.select-xs {
|
|
height: 24px;
|
|
}
|
|
[dir="rtl"] .btn-group > .btn,
|
|
.btn-group-vertical > .btn {
|
|
float: right;
|
|
}
|
|
.pulse,
|
|
.dropdown-menu > li > a.pulse,
|
|
li.pulse > a.dropdown-toggle,
|
|
li.pulse.open > a.dropdown-toggle {
|
|
background-color: #F37626;
|
|
color: white;
|
|
}
|
|
/**
|
|
* Primary styles
|
|
*
|
|
* Author: Jupyter Development Team
|
|
*/
|
|
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
|
|
* of chance of beeing generated from the ../less/[samename].less file, you can
|
|
* try to get back the less file by reverting somme commit in history
|
|
**/
|
|
/*
|
|
* We'll try to get something pretty, so we
|
|
* have some strange css to have the scroll bar on
|
|
* the left with fix button on the top right of the tooltip
|
|
*/
|
|
@-moz-keyframes fadeOut {
|
|
from {
|
|
opacity: 1;
|
|
}
|
|
to {
|
|
opacity: 0;
|
|
}
|
|
}
|
|
@-webkit-keyframes fadeOut {
|
|
from {
|
|
opacity: 1;
|
|
}
|
|
to {
|
|
opacity: 0;
|
|
}
|
|
}
|
|
@-moz-keyframes fadeIn {
|
|
from {
|
|
opacity: 0;
|
|
}
|
|
to {
|
|
opacity: 1;
|
|
}
|
|
}
|
|
@-webkit-keyframes fadeIn {
|
|
from {
|
|
opacity: 0;
|
|
}
|
|
to {
|
|
opacity: 1;
|
|
}
|
|
}
|
|
/*properties of tooltip after "expand"*/
|
|
.bigtooltip {
|
|
overflow: auto;
|
|
height: 200px;
|
|
-webkit-transition-property: height;
|
|
-webkit-transition-duration: 500ms;
|
|
-moz-transition-property: height;
|
|
-moz-transition-duration: 500ms;
|
|
transition-property: height;
|
|
transition-duration: 500ms;
|
|
}
|
|
/*properties of tooltip before "expand"*/
|
|
.smalltooltip {
|
|
-webkit-transition-property: height;
|
|
-webkit-transition-duration: 500ms;
|
|
-moz-transition-property: height;
|
|
-moz-transition-duration: 500ms;
|
|
transition-property: height;
|
|
transition-duration: 500ms;
|
|
text-overflow: ellipsis;
|
|
overflow: hidden;
|
|
height: 80px;
|
|
}
|
|
.tooltipbuttons {
|
|
position: absolute;
|
|
padding-right: 15px;
|
|
top: 0px;
|
|
right: 0px;
|
|
}
|
|
.tooltiptext {
|
|
/*avoid the button to overlap on some docstring*/
|
|
padding-right: 30px;
|
|
}
|
|
.ipython_tooltip {
|
|
max-width: 700px;
|
|
/*fade-in animation when inserted*/
|
|
-webkit-animation: fadeOut 400ms;
|
|
-moz-animation: fadeOut 400ms;
|
|
animation: fadeOut 400ms;
|
|
-webkit-animation: fadeIn 400ms;
|
|
-moz-animation: fadeIn 400ms;
|
|
animation: fadeIn 400ms;
|
|
vertical-align: middle;
|
|
background-color: #f7f7f7;
|
|
overflow: visible;
|
|
border: #ababab 1px solid;
|
|
outline: none;
|
|
padding: 3px;
|
|
margin: 0px;
|
|
padding-left: 7px;
|
|
font-family: monospace;
|
|
min-height: 50px;
|
|
-moz-box-shadow: 0px 6px 10px -1px #adadad;
|
|
-webkit-box-shadow: 0px 6px 10px -1px #adadad;
|
|
box-shadow: 0px 6px 10px -1px #adadad;
|
|
border-radius: 2px;
|
|
position: absolute;
|
|
z-index: 1000;
|
|
}
|
|
.ipython_tooltip a {
|
|
float: right;
|
|
}
|
|
.ipython_tooltip .tooltiptext pre {
|
|
border: 0;
|
|
border-radius: 0;
|
|
font-size: 100%;
|
|
background-color: #f7f7f7;
|
|
}
|
|
.pretooltiparrow {
|
|
left: 0px;
|
|
margin: 0px;
|
|
top: -16px;
|
|
width: 40px;
|
|
height: 16px;
|
|
overflow: hidden;
|
|
position: absolute;
|
|
}
|
|
.pretooltiparrow:before {
|
|
background-color: #f7f7f7;
|
|
border: 1px #ababab solid;
|
|
z-index: 11;
|
|
content: "";
|
|
position: absolute;
|
|
left: 15px;
|
|
top: 10px;
|
|
width: 25px;
|
|
height: 25px;
|
|
-webkit-transform: rotate(45deg);
|
|
-moz-transform: rotate(45deg);
|
|
-ms-transform: rotate(45deg);
|
|
-o-transform: rotate(45deg);
|
|
}
|
|
ul.typeahead-list i {
|
|
margin-left: -10px;
|
|
width: 18px;
|
|
}
|
|
[dir="rtl"] ul.typeahead-list i {
|
|
margin-left: 0;
|
|
margin-right: -10px;
|
|
}
|
|
ul.typeahead-list {
|
|
max-height: 80vh;
|
|
overflow: auto;
|
|
}
|
|
ul.typeahead-list > li > a {
|
|
/** Firefox bug **/
|
|
/* see https://github.com/jupyter/notebook/issues/559 */
|
|
white-space: normal;
|
|
}
|
|
ul.typeahead-list > li > a.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
[dir="rtl"] .typeahead-list {
|
|
text-align: right;
|
|
}
|
|
.cmd-palette .modal-body {
|
|
padding: 7px;
|
|
}
|
|
.cmd-palette form {
|
|
background: white;
|
|
}
|
|
.cmd-palette input {
|
|
outline: none;
|
|
}
|
|
.no-shortcut {
|
|
min-width: 20px;
|
|
color: transparent;
|
|
}
|
|
[dir="rtl"] .no-shortcut.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
[dir="rtl"] .command-shortcut.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
.command-shortcut:before {
|
|
content: "(command mode)";
|
|
padding-right: 3px;
|
|
color: #777777;
|
|
}
|
|
.edit-shortcut:before {
|
|
content: "(edit)";
|
|
padding-right: 3px;
|
|
color: #777777;
|
|
}
|
|
[dir="rtl"] .edit-shortcut.pull-right {
|
|
float: left !important;
|
|
float: left;
|
|
}
|
|
#find-and-replace #replace-preview .match,
|
|
#find-and-replace #replace-preview .insert {
|
|
background-color: #BBDEFB;
|
|
border-color: #90CAF9;
|
|
border-style: solid;
|
|
border-width: 1px;
|
|
border-radius: 0px;
|
|
}
|
|
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
|
|
border-left: none;
|
|
}
|
|
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
|
|
border-right: none;
|
|
}
|
|
#find-and-replace #replace-preview .replace .match {
|
|
background-color: #FFCDD2;
|
|
border-color: #EF9A9A;
|
|
border-radius: 0px;
|
|
}
|
|
#find-and-replace #replace-preview .replace .insert {
|
|
background-color: #C8E6C9;
|
|
border-color: #A5D6A7;
|
|
border-radius: 0px;
|
|
}
|
|
#find-and-replace #replace-preview {
|
|
max-height: 60vh;
|
|
overflow: auto;
|
|
}
|
|
#find-and-replace #replace-preview pre {
|
|
padding: 5px 10px;
|
|
}
|
|
.terminal-app {
|
|
background: #EEE;
|
|
}
|
|
.terminal-app #header {
|
|
background: #fff;
|
|
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
|
|
}
|
|
.terminal-app .terminal {
|
|
width: 100%;
|
|
float: left;
|
|
font-family: monospace;
|
|
color: white;
|
|
background: black;
|
|
padding: 0.4em;
|
|
border-radius: 2px;
|
|
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
|
|
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
|
|
}
|
|
.terminal-app .terminal,
|
|
.terminal-app .terminal dummy-screen {
|
|
line-height: 1em;
|
|
font-size: 14px;
|
|
}
|
|
.terminal-app .terminal .xterm-rows {
|
|
padding: 10px;
|
|
}
|
|
.terminal-app .terminal-cursor {
|
|
color: black;
|
|
background: white;
|
|
}
|
|
.terminal-app #terminado-container {
|
|
margin-top: 20px;
|
|
}
|
|
/*# sourceMappingURL=style.min.css.map */
|
|
</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 */
|
|
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
|
|
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
|
|
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
|
|
.highlight .mf { color: #666666 } /* Literal.Number.Float */
|
|
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
|
|
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
|
|
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
|
|
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
|
|
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
|
|
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
|
|
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
|
|
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
|
|
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
|
|
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
|
|
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
|
|
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
|
|
.highlight .sx { color: #008000 } /* Literal.String.Other */
|
|
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
|
|
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
|
|
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
|
|
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
|
|
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
|
|
.highlight .vc { color: #19177C } /* Name.Variable.Class */
|
|
.highlight .vg { color: #19177C } /* Name.Variable.Global */
|
|
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
|
|
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
|
|
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
|
|
</style>
|
|
<style type="text/css">
|
|
|
|
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
|
|
.ansi-black-fg { color: #3E424D; }
|
|
.ansi-black-bg { background-color: #3E424D; }
|
|
.ansi-black-intense-fg { color: #282C36; }
|
|
.ansi-black-intense-bg { background-color: #282C36; }
|
|
.ansi-red-fg { color: #E75C58; }
|
|
.ansi-red-bg { background-color: #E75C58; }
|
|
.ansi-red-intense-fg { color: #B22B31; }
|
|
.ansi-red-intense-bg { background-color: #B22B31; }
|
|
.ansi-green-fg { color: #00A250; }
|
|
.ansi-green-bg { background-color: #00A250; }
|
|
.ansi-green-intense-fg { color: #007427; }
|
|
.ansi-green-intense-bg { background-color: #007427; }
|
|
.ansi-yellow-fg { color: #DDB62B; }
|
|
.ansi-yellow-bg { background-color: #DDB62B; }
|
|
.ansi-yellow-intense-fg { color: #B27D12; }
|
|
.ansi-yellow-intense-bg { background-color: #B27D12; }
|
|
.ansi-blue-fg { color: #208FFB; }
|
|
.ansi-blue-bg { background-color: #208FFB; }
|
|
.ansi-blue-intense-fg { color: #0065CA; }
|
|
.ansi-blue-intense-bg { background-color: #0065CA; }
|
|
.ansi-magenta-fg { color: #D160C4; }
|
|
.ansi-magenta-bg { background-color: #D160C4; }
|
|
.ansi-magenta-intense-fg { color: #A03196; }
|
|
.ansi-magenta-intense-bg { background-color: #A03196; }
|
|
.ansi-cyan-fg { color: #60C6C8; }
|
|
.ansi-cyan-bg { background-color: #60C6C8; }
|
|
.ansi-cyan-intense-fg { color: #258F8F; }
|
|
.ansi-cyan-intense-bg { background-color: #258F8F; }
|
|
.ansi-white-fg { color: #C5C1B4; }
|
|
.ansi-white-bg { background-color: #C5C1B4; }
|
|
.ansi-white-intense-fg { color: #A1A6B2; }
|
|
.ansi-white-intense-bg { background-color: #A1A6B2; }
|
|
|
|
.ansi-bold { font-weight: bold; }
|
|
|
|
</style>
|
|
|
|
|
|
<style type="text/css">
|
|
/* Overrides of notebook CSS for static HTML export */
|
|
.reveal {
|
|
font-size: 160%;
|
|
}
|
|
.reveal pre {
|
|
width: inherit;
|
|
padding: 0.4em;
|
|
margin: 0px;
|
|
font-family: monospace, sans-serif;
|
|
font-size: 80%;
|
|
box-shadow: 0px 0px 0px rgba(0, 0, 0, 0);
|
|
}
|
|
.reveal pre code {
|
|
padding: 0px;
|
|
}
|
|
.reveal section img {
|
|
border: 0px solid black;
|
|
box-shadow: 0 0 10px rgba(0, 0, 0, 0);
|
|
}
|
|
.reveal i {
|
|
font-style: normal;
|
|
font-family: FontAwesome;
|
|
font-size: 2em;
|
|
}
|
|
.reveal .slides {
|
|
text-align: left;
|
|
}
|
|
.reveal.fade {
|
|
opacity: 1;
|
|
}
|
|
.reveal .progress {
|
|
position: static;
|
|
}
|
|
.reveal .controls .navigate-left,
|
|
.reveal .controls .navigate-left.enabled {
|
|
border-right-color: #727272;
|
|
}
|
|
.reveal .controls .navigate-left.enabled:hover,
|
|
.reveal .controls .navigate-left.enabled.enabled:hover {
|
|
border-right-color: #dfdfdf;
|
|
}
|
|
.reveal .controls .navigate-right,
|
|
.reveal .controls .navigate-right.enabled {
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div.text_cell.rendered .rendered_html {
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#MathJax_ZoomOverlay {position: absolute; left: 0; top: 0; z-index: 300; display: inline-block; width: 100%; height: 100%; border: 0; padding: 0; margin: 0; background-color: white; opacity: 0; filter: alpha(opacity=0)}
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#MathJax_ZoomFrame {position: relative; display: inline-block; height: 0; width: 0}
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#MathJax_ZoomEventTrap {position: absolute; left: 0; top: 0; z-index: 302; display: inline-block; border: 0; padding: 0; margin: 0; background-color: white; opacity: 0; filter: alpha(opacity=0)}
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#MathJax_Message {position: fixed; left: 1px; bottom: 2px; background-color: #E6E6E6; border: 1px solid #959595; margin: 0px; padding: 2px 8px; z-index: 102; color: black; font-size: 80%; width: auto; white-space: nowrap}
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#MathJax_MSIE_Frame {position: absolute; top: 0; left: 0; width: 0px; z-index: 101; border: 0px; margin: 0px; padding: 0px}
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</style><script type="text/javascript" charset="utf-8" async="" data-requirecontext="_" data-requiremodule="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/lib/js/head.min.js" src="decisiontrees%20slides_files/head.js"></script><script type="text/javascript" charset="utf-8" async="" data-requirecontext="_" data-requiremodule="https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/js/reveal.js" src="decisiontrees%20slides_files/reveal.js"></script><script type="text/javascript" src="decisiontrees%20slides_files/notes.js"></script><style type="text/css">.MJXp-script {font-size: .8em}
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.MJXp-bold {font-weight: bold}
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.MJXp-scr {font-family: MathJax_Script,'Times New Roman',Times,STIXGeneral,serif}
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.MJXp-largeop {font-size: 150%}
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.MJXp-mfrac {margin: 0 .125em; vertical-align: .25em}
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.MJXp-denom {display: inline-table!important; width: 100%}
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.MJXp-denom > * {display: table-row!important}
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.MJXp-surd > * {display: block!important}
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.MJXp-script-box > * {display: table!important; height: 50%}
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.MJXp-script-box > * > * {display: table-cell!important; vertical-align: top}
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.MJXp-merror {background-color: #FFFF88; color: #CC0000; border: 1px solid #CC0000; padding: 1px 3px; font-style: normal; font-size: 90%}
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.MJXp-scale8 {-webkit-transform: scaleX(.8); -moz-transform: scaleX(.8); -ms-transform: scaleX(.8); -o-transform: scaleX(.8); transform: scaleX(.8)}
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</style><style type="text/css">.MathJax_Display {text-align: center; margin: 0; position: relative; display: block!important; text-indent: 0; max-width: none; max-height: none; min-width: 0; min-height: 0; width: 100%}
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#MathJax_Tooltip {background-color: InfoBackground; color: InfoText; border: 1px solid black; box-shadow: 2px 2px 5px #AAAAAA; -webkit-box-shadow: 2px 2px 5px #AAAAAA; -moz-box-shadow: 2px 2px 5px #AAAAAA; -khtml-box-shadow: 2px 2px 5px #AAAAAA; filter: progid:DXImageTransform.Microsoft.dropshadow(OffX=2, OffY=2, Color='gray', Positive='true'); padding: 3px 4px; z-index: 401; position: absolute; left: 0; top: 0; width: auto; height: auto; display: none}
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.MathJax {display: inline; font-style: normal; font-weight: normal; line-height: normal; font-size: 100%; font-size-adjust: none; text-indent: 0; text-align: left; text-transform: none; letter-spacing: normal; word-spacing: normal; word-wrap: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0; min-height: 0; border: 0; padding: 0; margin: 0}
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.MathJax.MathJax_FullWidth {text-align: center; display: table-cell!important; width: 10000em!important}
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.MathJax img, .MathJax nobr, .MathJax a {border: 0; padding: 0; margin: 0; max-width: none; max-height: none; min-width: 0; min-height: 0; vertical-align: 0; line-height: normal; text-decoration: none}
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img.MathJax_strut {border: 0!important; padding: 0!important; margin: 0!important; vertical-align: 0!important}
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.MathJax span {display: inline; position: static; border: 0; padding: 0; margin: 0; vertical-align: 0; line-height: normal; text-decoration: none}
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.MathJax nobr {white-space: nowrap!important}
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.MathJax img {display: inline!important; float: none!important}
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.MathJax * {transition: none; -webkit-transition: none; -moz-transition: none; -ms-transition: none; -o-transition: none}
|
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.MathJax_Processing {visibility: hidden; position: fixed; width: 0; height: 0; overflow: hidden}
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.MathJax_Processed {display: none!important}
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.MathJax_ExBox {display: block!important; overflow: hidden; width: 1px; height: 60ex; min-height: 0; max-height: none}
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.MathJax .MathJax_EmBox {display: block!important; overflow: hidden; width: 1px; height: 60em; min-height: 0; max-height: none}
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.MathJax_LineBox {display: table!important}
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.MathJax .MathJax_HitBox {cursor: text; background: white; opacity: 0; filter: alpha(opacity=0)}
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#MathJax_Tooltip * {filter: none; opacity: 1; background: transparent}
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@font-face {font-family: MathJax_Blank; src: url('about:blank')}
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.MathJax .noError {vertical-align: ; font-size: 90%; text-align: left; color: black; padding: 1px 3px; border: 1px solid}
|
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</style></head>
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|
|
|
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|
<body><div style="visibility: hidden; overflow: hidden; position: absolute; top: 0px; height: 1px; width: auto; padding: 0px; border: 0px none; margin: 0px; text-align: left; text-indent: 0px; text-transform: none; line-height: normal; letter-spacing: normal; word-spacing: normal;"><div id="MathJax_Hidden"><br><br></div></div><div id="MathJax_Message" style="display: none;"></div>
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<div class="reveal slide center ready" role="application" data-transition-speed="default" data-background-transition="fade">
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<div class="slides" style="width: 960px; height: 700px; inset: 50% auto auto 50%; transform: translate(-50%, -50%) scale(0.934);">
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|
<section style="top: 0px; display: block;" class="stack present"><section style="top: 216px; display: block;" class="present">
|
|
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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|
</div><div class="inner_cell">
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
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<h1 id="Supervised-learning-met-decision-trees">Supervised learning met decision trees<a class="anchor-link" href="#Supervised-learning-met-decision-trees">¶</a></h1><h3 id="K.-Verbeeck,-T.-Vermeulen,-J.-Maervoet">K. Verbeeck, T. Vermeulen, J. Maervoet<a class="anchor-link" href="#K.-Verbeeck,-T.-Vermeulen,-J.-Maervoet">¶</a></h3><p>Data Science (Theory) -- OGI02i</p>
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</div>
|
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</div>
|
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</div></section><section class="future" aria-hidden="true" style="top: 0px; display: block;" hidden="">
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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</div><div class="inner_cell">
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<div class="text_cell_render border-box-sizing rendered_html">
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<p><img src="data:image/jpeg;base64, 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dJT1nySKHEsGG8kVLnR24Tf1lECFoQt4q7yrW2WaZbhapRrmSNrirM7XNxhJJstJq4ZbnZRa/wBMvpl6a4qzu0vUeIZ2o9I3oJx1WWet0ioIB+0Td3a8t9wyPCTST0XHQzOZbOEnSUtIpRza1GZxcveXhGm6a7qtyaZntNo9q9gT+uSv9+5t/wBT8r0u2zso35gkTf8A65w/aIEjalVuS9q/kN7m3DVK6VTrXvXwZXJwrLNauuVbGex0Y3M0YaLjLtQtrG1wgtBwig1Xn49IXBLIyhKU1Uc/VeguRmq9jWU8dg2YXAzdq6FDlTvNeaj0RJ3E0XZWxqSgrZT46SE5qwiA15Zsrt4lfru2UbmdR8bJrwyLa5map1j7KFvyyEake7C64x1V6yF511FXlGSAUuZgWto13z1Q5UyMCVnJm2q0bzYpR1Byqd1Nq1auUnaOi6n1SJTUaRhFNVd+15JDyFneR6Fz90F8dJT1nyxkJRjIuEiroQEIaOXBolI8uJVgSRa8Hqi4NhWOZCYiEZIrFvRo0DCLSZOtLhIq6EWwJHNRLQjeQrlp1WkVFIRpNFYstZoOYhuu/cIJuUlbYMRRnbRaLUpSlJyIxMyVql2mDBuwT0zPabR7V7Wv9+5t/wBT8p6ay2b3UTqZlrheMXLM1qKx+zelf5JpGMuHTbopC9q/kRcayrHptkEg7cEat2blN420TNNcVZ9dcRWuqltxKMiVCGj0RdCSaDsPPpvIVWTKqLuaNys4051I8SDUr+7EICPSFwNG6ULDF31t2UqXci7ntCNY1lw8RZimzQMa8ddqqyaWi42bdSNhlDmtiz0ElI8paF03t/lC22CYTjmadLK/zeDlQN7Yc1KRpSGuM5ykKmcqhHDdFyS1PtyIcqURbsWD6YVd23uWVrrb2G5JDyFneR6Fz90F8dJT1n8XM9ptHtXXJ8Bb/qfmgIRdi+DyHdK3CqmRVN5bapHl0xizuhX86mVi8nFXl0xqr1FN5OIJoPZ5Rd23I6bMWqbJtoepVXZ28xUYMFqVqjajVVqxFzx7h8WZ4/h6xEyu5i2Usi8nIdV054i4S0Qhnj5anhobs1s0iWQM5joFuq1i5WDUq54m4tUNCqkciTh1uMVrcK6cLGljW0/FYkkRS4UC4ZKSZiN0yNWh5SEFZyVEcousyFxM1nT3Rb8e4ZOU4pZS4Rckaq+I7a8ZHoNZuLodOefCIjU41uLgbOHcdFtKMWJy0OW3o9zHH5JDyFneR6Fz90F8dJT1npr4CkswqMTYjEWQdPEGzZq4TdIA0i1K+WfNUD4iyCahFSgyyZalrQ1NDN83eVD12iyRpXXRRQiRMXjwismuRZVNBOlaGoE10lTg6hCApimo/eosEVLoZFrS6mmtJUiqJHKBzcsz2m0e1denhy1/rp08RWmrlpTo2/6n/wCKkPIWd5HoXP3QXx0lPWelZOiyKlpkrVFhvJetp1FwNOBt21uyBjXe3ZIW3RdzDxxpJxAwxo1S4pZc7pK1nJiQUM7j3WiyqayC9fKVUKmgkm4uN7lqP1OETW7K3nXVFRXaxbferjk6x7ZtbVFiMrfRZvLv1YRDMWuGnjmRxNRrh6Ve1UdxbMgqtyzPabR7V1i05j9Sn9ipdNCg39dC3/U/LStK6K11cpzlICmKagpXXpMcpAeRZEqnIs1DcqjhFMYoxCDlBxyV8BRyhWoOqmQVk2NAg8bODcxjULRR+0SrSTY1rTxFPH2Na6qKPWqQxRiEzlUJyyHkLO8j0Ln7oL46SnrPlV+1d4vTt0dcNGMdW45FY1u7StwOfLWV58TEK8TkMTnSCIuIyrjRbsshHIVuNdasw6fvDXctVKJg0KN4oXtXWLwpqiIrtYtL7jyeisTSLmJuWOnlKvLzrqi2ryb4VLMZlRKSjeOTthssdxyTPabR7V1S056+NeoX+hUopTVoP0bf9T8to1qd0LzPUsbIs3Dti6SkWsgwYzSDyReEYtGMcvOmSgXLJ7NG2Ym1NeCiZPWtzXuX7KNsM9g1rNNd666NsAfoFhphU7nQWOTe3Jlhjqi4VGOcydXcPLt1iOEZ18s9eTydW9tMrcauY+HVcR0rONSuLmpa7GlGdvN2jxdUiCNHEnOKpNX7OdlYZ05dyLeQYL4PMlEq1do2/FW81csj2szqJFLhLfi28oi0jbiKopouOilYe3l+IiJd3wUfaLc5GYuWZUIuyV37O8DVo50JuVjXeLoVOjEn1rWtAQjd+0Na7KojGRI9ryyHkLO8j0Ln7oL46SnrPlltRbqF7G/FgY9rhhaULSF+i6Hz1qknbD1Bk7xdqo0hp1N9VxING5JBXEpgHrsks5qkqlTwF3/S5uxuZeKt6QSdsVlU0Emm1OT1yN6uYi13hHEbNPCso+0m1UIxKVbKSIuk6bt9enb2nldEZBanHLM9ptHtXUKXnNXrE5a/30Lf9T8tqOEkQvPx6QuGYQkW6ZdhOR+q7xcdavpg6zZklWbjqVllk3EDb7xshCLXHHpjjU5S5r3N9BrpbFowuOrt5exvt+BCTK6T2d0IyKTG4lLsToIWTrJpO26btuZ07gjW1GcG3u42qHaTTBvHRW8lZ2XdEb3SpdaNBCzVZNe41VHsi1bptW+i9fpMLvNsxDG4mzVgW6to892e0uzzEUjIpWq8UOQKkoqnaB6or3cqZZdulRBCbf0j2KMXqgLVW3sNdv1SGhD1qLvNqiFPt2pCTjePYVuymtqrv23LIeQs7yPQufugvjpKes+VeFbrSYm4ukmm0Ro3bBvBERlnltFcvKWq2EbCtmAeWsQyidqH2o2Iax9QqXbTgo80a0EzF0kyiQttJVQtsrKHZtUmaAeW8koujblKr0pqpKQbd+pW3nR6RcO2jxKsSyDOkTNJ0Qi5niH6JnLOFY1j2PLM9ptHtXToXoV6tBSmrlqXo2/6n5bejEZNRCFj0RdqKSFRKfTdwT9bLW4m4f3CyaNVpBArK2oGDau2KMUwSFSFSvO7vqeEbok0XoXaWkIh+0pa5o3VogEk1psqZCaJmSJHNm0K4kWlsSVVk7z7W1g47dEKUhTEKrehEkyaGtaEvIEftTuxe1PxG9dbe86/xca2QKxp4Ce7PadNUMLc+/PaHNcOu2DpiU+HpHM1Mp2uc4s81Uz3D9c/odV4S8ReClVTzpd1A2y3RNDUpSnPIeQs7yPQufugvjpKes/i5ntNo9q6NC9E1dfVpTWKeHPUvQt/1PyG/wA2o0VatRc7Bd8hLcdRmeImXLmNZS6Tydil1XVXVwqFhoSrZafSUXiIVEzeKDtg4Pcd0MFnaWOStBHSkm5e3HHrvlBLwW9UR26JBwk/iZbHJUQrl46bs4t0/khOxa5Hk20cyUSiXYSEy2dtpjHZQQj5+8Unobj61ZT6xYaGSjqC42C0g1QJukbgZHfRqMrKtUUpmXUVlm5nce2cS0QkdealaRTBOOa6Lrj1Hba32XAxzqihm1txho9uEoxdC4rkRdllqvbgcUhmUmm6motOSRTzC3LERK9HkghxTFo8lYtDG5ao218Pg13jhtySHkLO8j0Ln7oL46UzXhbl+LudaiUNbSe7h6VGqlRsjZGyNkbI1U6Rq6+rQbQ2htCldenaG0NoVrr57f8AU/8AxUh5CzvI9C5+6C+OldbSq7G331H0f8VcS9ZGUSJRJIUrqFK6+rWuoVrr9kX+xX+ulEfZuz/ipY+7i7QJsxvQufugvjpVpStHKS8BIMHqL5D4ifm6N6W7F1aJ8lDDX0qm9rT+j9Oe1sJlM5VCf8TeDvZbRjbhGHQufugvjpnIVQjqFcslm9zHSqS4Y01MwRgzBGDMEYMwRgzBGDMEYMwRgzBGDMEYMwRgzBGDMEYMwRgzBGDMEYMwRgzBGCk/GilddNC6pEEswRgzBGDMEYMwRgzBGDMEYMwRgzBGDMEYMwRgzBGDMEYMwRgzBGBe5WKdFJGTlxEQyTDobVRtDaoNqg2qDaoNobVfbkFf76Ui0I+aQkkaNVp4/wDESkijHIwjVV+96Nz90F8dVZFJYpoSONXAY0YDGjAY0YDGjAY0YDGjAY0YDGjAY0YDGjAY0YDGjAY0YDGjAY0YDGjAY0P7fama2o/qs20XLTXCQUUydRmAxowGNGAxowGNGAxowGNGAxowGNGAxowGNGAxowGNGAxoRimKIp4fKS0YlIpN3z+COzm2LqhTUNT/AINdyghSQuZIlI+IcPnFKUpTo3P3QXx8DNJHi5RusRwgLhprhrWr/D/8GoQqhHVuslq1tWmvKoyqMqjKoyqMqjKoyqMqjKoyqLVJVCa0uGppW4cqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqMqjKoyqErXSpVlGtGfUufugvj4F82I8a2u6M2cidpriLUr/E/8jbPfdMF9Vxf8Bc/dBfHwV0NDENFvCv2Ux2q0e1/8jbPfdNrfVI/MUprFf75rn7oL4+CUIVROKUNDTMr2uz+2/wDI2z33TZv1H+VoNkahSmoG/vmufugvj4O5mHFM4yQ46Bs7yPWOcqZH84orIf8AA2z33QfwJZn6/lqV100Vpz3P3QXx8I+KaElbN8t1ZKcbMwqd9LmbkRRm3VytkwaZlHI3kyYOHUo3Jbq7lxH/ADlt+FwaHFdTezPL/LFpyV1c1z90F8fCTLKj9labdZBLpyMq2YhxIP5WrWOSR0ViinXRaoo6ZZoo4EVPJkIQ5Tl+bg/punQ78Gtm+V+VLTWNdBSuvRXnufugvj4969QZJupl4/M2iyFFKaqc7lqk4omV9Fna3MjWjWTZufhanLQbwg3hBSuunsY76Lv0SHkLO8j8xSuunPc/dBfHx0m+TYNkE1JNchSkL05Jw3pWAhDEU+DcV1N4yOo+JgBRgBRZdfD2Jft3rokPIWd5H391qK8TgrsYK7GCuw6jHTdvbKh1Yr2dOhc/dBfHxqqhEU1VDzMjSlKU6j1gcqlvSNX7X4N15a2f0aLL9k/+3duiQ8hZ3kevKSaEeRk6SeIda6u46Zjtlqdo6DmcaN3ha0NT2Nz90F8fGO3STRF47cTSyCJEE+tbn253prqkQSxqPGNR4xqPGNR4xqPGNR4xqPGNR4xqPGNR4xqPGNR4xqPGNR4xqPGNR4xqPGNR4xqPGNR4xqPGNR4xqPDiYYGQgnaDdLE2YxRmLWet2YxqPGNR4xqPCCya6XVuL7c5odeVs3y3WmZVOOTjo5R8qsk4hHMe9RfIdW6W7hRynMyChsTlRiUqHMm+cUttFRCL55qXOZRGBT4ONkFohchinL7C5+6C+PbrzbJF1StDU9kqoVJI51Jp8QhUy9SWcLN1mL0jootn7kz07qWMstSEZasEYjBGIwRiMEYjBGIwRiMEYjBGIwRiMEYjBGIwRiMEYjBGIwRiMEYjBGIwRiMEYjBGIwRiMEYjBGIwRiMEYjBGIwRiMEYjBGIPBs6ktBepTdW8qagQ20QL02kbMr9nqzcuRgWKjDLqSssaikVJkeldNl4hxGSCUgh1be7jor6u55iWO6UYMkYturNuTLmK2mWTF4vCOUlCKp9e5+6C+OvdVTnkcvrDL6wcNVY19oOYpCSEsvIKpQrQiLdy7glmrlJ0j13CtEEEbkZnFwyrdePYJblpyyL2jUrRXft6+HNPU+29h6max73iS7Dlo6ZEVTadE5qEJD630r0JmUo0Kg5exqrdYjhLpPnabNEziQWrFyBHyXO5rh1xdW8Ca4+KPvIwVprpZdfDqTsyVlSIizVNJyR3KsTGkYkmYreVh5WjgSLJWOVayUw6rvLhG8uEby4RvLhG8uEby4RvLhG8uEby4RvLhG8uEby4RbO1xmiTqvS4d5cI3lwjeXCN5cI3lwje3BQcfJvzNGzeJa/fnHSLZJFu7aLRLgpm0yyauHEE7brJuEetc/dBfHXuTvWi5/B0HrtFmioo7nlnDxvFJlhnbhNrI6ws1cw6tLpLqzSQZpIM0kGaSDNJBmkgzSQZpIM0kGaSDNJBmkgzSQZpID3MmcjSqHEYY15n74jaikapSLie3zC30RS1UzaXj8jU8q5TcINS7DW5I/cmtQlHD/pXU73EfEtuFY88zKUaFaNiM00ZZN9VM68G7QVIul0HztNmi3RUlVzTpU1naHCnjX6b5HmuZDeM4NzxUZ1LkJtw9rn24XRaf0venOzNGwiIvd1kH6j9aLj02KWiZiuJEPK7dZSNO0UiZIj0nTtzuGhb1VyGrQpXrxWUXRSbw7MhF5xygkRBIVpro/YqxyzdZvMM0lHMA7auEnSPVufugvjr3J3rRdPgvLSyMeRBmvJKOZA65oqJTZ0EjHovk0XDqGVdxpFyxUomtXYKNgo2CjYKNgo2CjYKNgo2CjYKNgo2CjYKLn3qRlG71ynFpukuStaFoq8WdKxMGRvW5+zpOytYy3WB1lrhi6LpxTmrhFZSiKTCS36qKRX8+4j6oS4UIVVMzRRKSg5dbieitXE7j55iTKzI0RI0I0bLTLqQiUXLds42aJnXhHSKpF0uZ66TZoJEUlXC6ykqulFNiM/vwjpwhwxo1+m+R5V06LI2ktVJx1JBPesbKU1sdFv/AET/AEp2a3dYmMo1o9eKyi8cxTYo8kxFUeUiZQxDy0WZJSIlCvC9K3O4aFvVWk5ikI6cry7ilG0OyboLzTlMhUycklHKNFWbpCWbfkwDtk6SeIdS5+6C+OvcnetFxuCOnDdimzKY7ucWYs0WSWldFNwmu2dQyp0ms2kyklmCpDFOXpvG5HbdsqeOc8n3pd0wZIsURdx9mOgoaq4p4UDYvDTa1Tyj24mxGK1pNtSdUyVPomy7q4odLEpnoTDrg4+2226Z80xJlZkbpEaFZNFpdyQhSEEpHJvkm6+6CCq0K6SUIsnyPXSbNEhVJRZQ6kquyaJM0Q4QTcJGKvCOl0+FPHPk3yPLI1w+e/vq2t+PL6I77d2dGbmTVPFRqbFN05XmHDBmkyR5peMI9JFyZ2ykvF11w8rR10kOPYO8UlRikqGRXbma0KqFSTXWXmnBztodm0aLSzgpaELzSsYZNSPfIyaByOYJ2wepPkOnc/dBfHXuTvShypkdyDiTV/Fg0mrBxKKpplSJzSMQZJRu8byidKu4NZo6SdpdOSYJvkSLLxiqShVUxKKbplbDeiMZoUTIpTTJUOtNw0aWPb3GxcPXbdIqCGm5u8W0fhZfoXGpV5JELQhOZ8SsfMMdcpKqSTFsbGWAxlgMZYB9wcozI9rwVvtzt2HJdDY9Q8emdih2USljLAYywGMsBxrB+KLGi5C20DHdctyIb1hb7niYvqG/EvDQb7d69CalzuFI1glGorLOJtwzapNEehKxxHycbIKMVpeL3whpXf8AWXVIgkYziccuF28O0YMVZFelKUp0JaLqY8ZIJv0nCC8K7jH6T9v0rn7oL4690n3crQrucWcPkmRIyH2TdGViU3tG0gdsZyxWjzxkmk+L0piV4WqMedc5CFTIJ01ahunRFDmI1QIvzXX5+us8/wA66pUEbfIZw553DdJxRjShblj2qLudwSPGCR4wSPEJ4J242RXacpyFUJcCCaCtwFoeWwSPGCR4wSPCrdJrcaKZFbjSSIiTlVJRRO1lat3/AFLtLVJwmahyCY+1dfNXwpMSqj5RizQim5jOJxy1bptUelJsE3yTB6tGLy0YV2WHlduvTcrptkaUXnHLx2hEtY2OUdq9OXit/WKkqOaPGi0Q5ipFKQR6Nz90F8daYmEmFEGSjoy7xaRPGRiTEvTfM0XiRTO4NZwxSeljJjaN0Z2PQVKlIOSBioqqgHdN5Nda7zantrMNyhz3Y5qVuwb0atOgz9TwnqHTC/rtXyfNc/mJzvOl/wCqGnqfnl9bGZLWhqdO50d9E22vv4cXf9p/ymNQpZWSVlF2rdvENC0cTjluiRul1JBik9RaOl4hxKRyb9KIlDUP0XblNoikmvNuZF8jGIRUYZVTqy8XR3SKk9qsgxVjVoiUTkUuhc/dBfHVlZutVEWiEYQhHc4q1bJNUuqoQqpHbBxGK/iTiTR+4i1UzlUJzPFFEmz3ijKsKN6o6KeNx6JaWSj6KGmZFJk04wWs8rUnQuEnEzxaUKXnb1xO4Oiz9TuIRYzrBHYwR2MEdhpG1YNLV8nzXP5iXizPlsEdjBHYwR2GUKqk8aep+e4UN9H2254iL6a6dFkLNVqQ4vZPW1ZH3jPSocqZJB+tMOUk28MySSXm3KSZEU+s+aJPEUFnEI5kWCUmjEyZkD8712kzRbN15lxJyJGKcRFVobry0YR6SLkjpHk45RmrCyycgnz3P3QXx011U0Enj9zMqnVawibGLVeKlpQpfYScPtmbvknhaldQazJ2k8S5l0irIw5qoq6K12biFdepvGIJqCZQrGSj6hkF2DpN625zV4i8Oe4XfCxsA24eP6Ltg/LJbucG7nBu5wbucBkZs5YJoqzbc08xXdm3c4N3ODdzg3c4N3OCKYO05HnOWhyMXqkK9YPkHyfTV/jrrF2J7cNb595D6FlSIpvXbicc/jQrNmU80+IQqZOTapr5ampTmeNk3aLN4aLevmaMq3jJE7NXlkHqTJFm0WlV5eTo1pbKBFlPYzbJJw0hZfdiUjDpKQcwR8TmufugvjpSL9Bglsu5xVd/QlIqIK2r7OTjUnxUHi0cdwxO2rFSqb2nKsoRFNc55GR0Pq7ExySzPjWMQpvEEFlYV6gsm4R5HC6TdJ7MOX58LUTJbcko9T5pk2Izn9fDXAnRCQdRB0jxtwazFrQ1Ojd7bbaRTnjI+YT3sVaCm1HCtdVHLlxPPFlW0M0jY5aWXtylKSHJKv11ndLbMYqDh1EO/wC9M3JHQMjb6y5TcZBroqFWS5GCJHE3WjiDcum7eXaxD1Zq60yLujJrGszya0vKbsRcVRsnaf6/YyPb4WOTkIVi9WjV5iN1C35M0gjy3P3QXx0ZiZTZBFlU4UXczCkewRYpitdVFpdklWk6y1tnzZzX2Dpsk6SOm7g1VmiEmSNl6lPyXXt8O0onRvonPpV5H75Bimu9pWSKZJ62buHMKs1XI5bhSupNe4k027k6rlQr/dkZM5CVJFRqUcjyvnFGrS20a1p8NPo76NjZlVsVRFlLolO/gjRsm3fl6DpErhtaC5klTUoYtpVqk70TjFRk6iYpWQWpSlKW93HSufdow8gmyVzKkJiWRkG8IrVWM0N3xEpbMqQkZtB40tdWp2PJEeoFUyKpuUHMMrBMKpF0rJlWSVI9jVYeLozKp+u0/wBYNWhaVm2OvG2IxtiMbYjG2ITOVQgdyLZofG2IxtiMbYjG2IZvUHmmUrqjrRp/FykelIIKpyJDRrIjBry3P3QXxz1rqpKTR1lCIN4cjZu4m1kEU0Eg5XI2RNV9N1t5u0XUrEsa0es0lJZvIOo1cpqHLpmH7tJ/tzo250OHUy3SjFzOWIlXBmrBBzNLpbc8NueEI/dLvQYtDFfRarRUiraaTbvHMQqiqRZPQ7bkdIKpu4gyKpVkxOl+wwU3rHQY1CFQ2JaTK5iyoOo07UzqR4hrCoGbxYf0NVikvVMh9mhjukXNtWtqwfmu914NpOOQQxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYDGWAxlgMZYA0vHmpB1S451DrNVGU0U4ew1K1YTyiB0zlVJzzZaxs0Q5VCJ/h3hy293HS98naiZDs9wkJxFMsVbvatFrkKdxuEg4QS4e1PL8kR6g6Kn67T/WHvk7cYtnTXB2AVZoUuTB2AuGPatmEV20SCZVrkwdgJ+Pato+LjGa0fg7AWv4L6JXtto9q6Fz90F8czldNsi6eOptZRw3iiYOpwNr9t0SxjyMsgiRBGfQMzePpUhIq2mW5byLMj5tbjk5FNMj6l0XL2mC7ULg7RbvZtEP6i0qNDu5lB/Q9DpOYVVg9Rep6JZRJOPg0j0KJUm2xtlXeRGidU3UTBQKLxnluPDq2jIiBLRGZ0wkUV+9Rh2CRWaGy/tqRVSPzO4xo8UwKNGAxon2Ldq9wZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgMGYDBmAwZgHLNAk7gzAYMwDeNaN1Q/jkHtKlfwpiLMplLdPoQ8XLt39OaYZ8awtF7vWt2lq3ki1oYvJb3cdL3ydpeSE92i3e1aLU8wHPl7U8vyRHqDoqfrtP9Ye+TtLyQW9XC6u2RXbQ69Ui5+1QvahbHmNEr220e1dC5+6C+Oa5yLUkFHhlxDw6TCkx2u1+2g1dRYxw7TcYrLhw+lHCCaa1VcUlhisuE1l8d0yPqXRcvaYLtQuDtFu9n0Q/qLTG+pJBgi+TTXcw6hC72X0XTRUyCbx2kiwXq5bqF2yWgrsn0XAnvIi1VaKQwkJpoxWfLpO7k020aiUsndKRnMKbf3H266ujdXcdBlSFrv0gUxTaDKEJXfpApyn9hWuqm/SG+S075Ib9Lkeep+WvjSQhCHq2ll2ijqLQeEZTThiogsmunyyxTRMzdJCuoWBW38TyW93HS98naXkhPdot3tWi1PMhx4oWp+jkiPUHRU/Xaf6w98nEMHTtHBpEHZuKS+DSIlY921bRXbRLpnWnsGkRKRzxs1ZRb5Zrg0iLV8FtEr220u1dC5+6C+OZ22TdoMWSDFIXJLJpo2v20KfrtD9eiM9TaJv1FpnSqHnOAmRwEyJJpJJNILtQuDtEczk1WfATI4CZFvFOWZ0xvqQLokXTYskWRdKydFUY01WjoIqcBP6DUoYqZ1bdkWbxB4ncMKuq8tVtvJE5ypkj5hu+XDJwmwmjo0UdQUdwDa6fpkujdXcdDNjSRlMtIi1vBYEZ0kJ3LKIt0m6k+ZWac8Ti8iMXkRi8iDzjxIJm2yabn7ayt9Jw0modOPax/iwmO2REKm+ZykEmzYwHadDz1PzumyTpNaPdxh0JBpJpnZvIlWKm0HvLItCPWkItWqNnLaqclvdx0uvFtByiLBDMbQSM22dMrcr/GaGD5NhJ5jaA1wtKltT9fIk8KxmcxJDMSQzEkMxJDMSQzEkMxJDMSQzEkDXClUtp/rD3ydpeSC3q4XV2yK7aHXqkXP2qF7ULY8xomO2Wp2joXP3QXx0J6Z3ITitxG2v20KfrtD9eiM9TaJv1FpkfUui5e0QXahcHaLd7Poh/UWmN9Sc9yEqk9SUKqnMIb1vAPeMY6F0U103FvGTUNESjkMWiTJvLOlJR7JQtWybdTeoXOyo4Y21ujRguhbeSkM945j0Lq7jot7vItjzAiPUwhO9c1vd503d5dv5fTc/bYjtl3dsju3zHbLW7TcfZrf7Roeep+jIxKDwEdPYg6rRnLFayruLUSOVVLTcrAxqQ73ZnOS3u5aDyDQlaSLOoInHq14JqOCaghSkKZVMoM9alCrqJqYz6IoFJSPoKTKxaYtI1FJeQKIyYTdmDehcw7pIb1kN6xG9YjesRvWI3rEb1iE+FVB0U9i0/1h3StWsVJqR6WYlQd+oaVzEqJOVUfto0tSx4mDnbTmY1RJSyj5szm1WzbMSotcpt5omO2Wp2joXP3QXxzz0zsVhoqjakr221+2hT9cBJIsCZhZDMLIMpFFGZzCyGYWQdvEn05pkfUui5e0QXahcHaLd7Poh/UWmpHKk3ws0OFmhws0OFmhws0OFmhws0FWEusmjvop0NpSIkG6xHCPJcb/g2dux/BtNBy0OS01TJryjrg2KDZ/Ulml/H6F1dx0W93kWx5gRHqYQneuYhZBk/xGZGIzIxGZD+sm/KjTZS03P22I7Zd3bI7t8x2y1u03H2a3+0aHnqfpTnamMQsuwYxbp85pSlKclwxdWK7BbiWemELsTjlYjdF49cSBqNyjhyCreg3RxujiqFajh6DcFG5IN0QULSnIsmIN9xjdD1G98nFx6TpvgrcYK3EiyTbOMFbjBW4wVuItOiM0f8Axaf6/YzHbLU7R0Ln7oL45p6YrtQ0UVpQSvbbX7aFP12u2RcEw1mMNZiPbInuDDWYw1mJRFNCf0y0Sd46wN2MDdg0C5NRihwrQSDbi2ZYF0WmBuxgbsREUdk40xvqXmdzrZE2ZBJSDSSaRKtVWa6RVk494rDOUlCKphZUiKby5SFqqd1MOSKy7QNrk1VTkGihJObbt0WKb5vWWknLtJxOENH2+yMyj+hdXcdFvd5FseYER6mEJ3rr3P22I7Zd3bI7t8x2y1u03H2a3+0aHnqfQ8nqN3OZBFS1H6wWuGhFcyCJkqSGic7Va/ZuY5SnLSlC00xXqK6K1oxS/X14g/Dy6HqNf9Fv+U0TfnNLL1Af/Fp/r9jNV1Rdq01RHQufugvjlnZcxjw8UVmXRK9ttftoU/XaH69EZ6m0TfqL2LLwueekFmVUJSUcK76dG+nRv50SbmU4ZGsbFMcwsqh0eHepQPlw4QI4TbuXUKpmkKqO5hZ+ZEorI7pNOpt25O1OVRKOCSkehU8wmF5BdZK1i65W4JYzc1LedOKR6rqLlea6u46E+PYSGLSwtpBZM4PxrKXxeWFvouOO69woqLR7eSlUEJFzJP0GRKps5QhlI9g8k2Ld6+k3jWFTOjGaHnqfREepRFeoxa/cRbHmRcHaLa7J04r1FItaPGn1tlNFa0oKqkoKuCCrkb1So1rj741Liu+oN+cUcVBFym0RhKrS7fxuNf8ARb36dE35zSy9QH/xaf6/YznarX7N0Ln7oL45LoeroljHXA1zEprzAqMwKh1NqLNrX7aFP12moQie/SG/SEaclLk36Q36QmDFPcPsWfqi6/3Wv3zTONONjreO3etuAZh3BMl6GIvDu2z5FwbTMuKpIR8fVwDbXFKtXxiJbvaW3WtBBIzWDJThpMtTsYaSbs4O22NT1lH6ce3hGS719zXV3H4J56n0RHqYRXqMWv3EWx5kXB2i2uydOK9RO5Jq1Ek9NIqcPUcPUcNQUbkFEiUFKUpoMoUoq4CEfIuQ3tk9atoZi3G4SEnDoPCO0F2i0c7UjqsHaeLHOU7e3v0iSe8GJvzjp7uXuhl6gP8A4tP9fsZztVr9m6Fz90F8cynrLRK9ttftor40rbiOvLiQy4kMuJDLiQy4kG0Cki49iz9UXX+62K0pN1VToOJQHGNhiDMTSbdNyyuUuyWbjzUczcdu3jlKrtk4o5Q0OmibmtKaqJoJJnD8jTZwlM9CQ5aVSTKkmHjchpUpSopNiVnZmlKUpzXV3HqXE9qiinArmJgCowBUYAqMAVGAKjAFRgCowBUQqijSR6bz1PoiPUwivUYtfuItjzIuDtFtdk6UvKpx5TVWWXIgWgp4ctVSUFXAbxkg7DS20CBuzbtuZ60ReJO27iGUMzbOCHjFExFOOEVE8ioqJvzkgioeW0MvUB/8Wn+vRJVqWPi4bj22WBa2uigio6sobLAh0qtZw/gSJjKyYywINOreZ0znarX7N0Ln7oL45lPWWiV7ba/bQuqRBLMDMZgZjMDMZgZjMDMZgZhrMNXK2ibdKM2SS82qmdacIRq9l3RdudG3OjbnRtzo254JyEso4254KuJtFOGcndsdDX6bpuv90cwpIydLWTGVkBldsMsMxS2WQlEYplVvHqKhNg3IJVtQtGq6jVRs6Sc05XCBHBMOcomYoOk1Qc1CEKmd4sZZ60StZGiUVz3V3LprqlRRiEjSEj0bjSMko2VKuh0nnqcGuNPaZydG8pmcgaSVEJLMZRFSdGLnM5BFSVGKkXJFfi4O0W12XpXUyU31HBRxBBVwUUWMYEQfKhOGk1AlbKpghbzJMINUG/SmmvFx0KtttxJtaOEYZzvm4m/OaWXqA/8Ai0/16JXttq9sFseYFn6GvqhT9dofrEf6l0z/AIRNs0/hehc/dBfHMp6y0SvbbX7aLiXMuujFtE0sOZjDmYw5mMOZjDmYuBqVmq3VougLo7bE9se+StLyXLGephNdqtrtehH1Xdf7rX75yTkuoquzZEQ0rE3iVq7C7WVhVWJmD8jinQmV61qgnukpOoapUQbc01Mqb9dsq3d6Jlc7aPbUmnCPDzwcryzZxw88OHnhBO3SrvRPuDOHDNuVq26LtCjltbS9aUE24UbMEKTS6O4nQuvLIOtxOjcTogHjldfQ89TiEdINhirEYqxGKsRirAYqxGKsRirAWt4rXF2q3uzdJwqRBFNIx07Yjk3FCNGxBSmr2EojWLlS1oYoU/AlBN+c0svUB/8AFp/r0SvbbV7YLY8wLP0NfVCn67Q/WI/1LpuDtEFItG8S3couac9z90F8cynrLRK9ttftrtcrZtGPkkXuYWgzC0GYWgzC0GYWgzE0EnLtHjO1194zF0dtie2PvJWl5LljPUwmu1W12vQj6ruv91r980vz1SYwxKbvktXwkRPxTZvRBdw3Dd0kuXleSdC1aoG3ge+a5ZmXJHBa4XlE7fa0KhO+f0XF2qA7QLg75ohO9B+44VnGvitXOYyjMZRmMozGUZjKMxlGYyjMZRmMozGUZjKKP6VmBcvbIXtQmvUei3e46HnqcW40QdDCWIwliMJYiMaIKzOEsRhLEYSxFreC9xdqt7s3SulcyrqULRJuxb0aNPYyLMj5qkqrGLEMU5ZlPbaMsWco1hpVyfCJcYRLjCJcRiaiU2f/ABaf69Er221e2C2PMCz9DX1Qp+u0P1iP9S6bg7RGRjdwxdoHh3SJ6Kpc1z90F8cynrLRK9ttftpi0OWWaNiRzKiSVvo1eLJ7D8bD8bD8NlVCyEUgkedSSTRoLo7bE9sfeStLyXLGephNdqtrtehH1Xdf7mDhy2ksXmRi8yMXmQeVmDlamVYK8kEbd3CGyeMzpkkzpSsARBNsu8oSko4KKTBRWYLqUUdvQg3IjTRKF+hkrv2eitaUo5uUu2z3shMGLQ1KUpSk75/RcXaoDtAuDvmiE71o2CiDpSsvsFDylMybJRslDKlMZ2SjZKLcpSr3YKNVM2bBdFy9she1Ca9R6Ld7joeepxHR6bDkbR6bd7pYR6bI9xdqt7s3Sk/U7IvG3D1jLpFFXrWgLWhqaHjNF4mkQ8bJqFockBIpx1cwsRW52uvNDYZobCj5NSeP/i0/16JXttq9sFseYFn6GvqhT9dofrEf6l03B2iD7XcJdcfBG24jmufugvjmU9ZaJXttr9tEz2tL0pb/AGjTJepIb1DoujtsT2x95K0vJcsZ6mE12q2u16P/AF11/utfvmhw4SbkeXOmUOlH0nVg4MgppqpRvOiOdJxMotcpNb7FnjVk5TIlStK0rSlRslpyyZ6bEYlVCP0Tu1hFvlJSP0zvn9FxdqgO0C4O+aITvWmC7wHvqXQy71otrzw/9douXtkL2oTXqPRbvcdDz1P0ri7Vb/Z+iWmsTa26uG02u7amNQtHEyxRGY2QTuBgcN3jdxzOHKLYrq5W5AaVlXQfmdUEYg0XOW2mmpjGkZV03Y3+y3U3yL3UjK8SUEcPTjeyQ3skH5nFHBvFO0/16HSW/bJwr5OmESIho07GoLBu0q4RIiLilmzw1NdCQbxIYRIiJilWjvTcHaIPtc9223uzc1z90F8cynrLRK9ttftome1pelLf7RpkvUkN6h0XR22J7Y+8laXkuWM9TCa7VbXa9H/r7r/da/fHC6TdN/cSqxuFVXOkgmlofN96nGuN8kHS24QM2VO0inPFx7hi1cKIt0UKB5EM3JG1DtnfNbzWj6R0PHSTNFZy9mzsGhWaOmd8/ouLtUXNtWrDMbISsii6ksxshmNkLfPRSV0wXeA99SgyyZVWPetFteeH/rtFy9sjptq3Y5hZCRkUXEvmFkMwshbRtt9oeep9Fa6qVn2evH2Yx9mMfZhnLNna2i5e2QfaOgs8bIVRetlTPEzSE+kQqCE9tnXZwj14nWijEb6OUoqdFFWIkiSCAnna7GUZO0XiVxPn7dVOqSh03TBuKO3j40PbxUDS0K2eI2m6Ms05JJHiGEe+IgzRZvJVbLJjCSYYdSPinL1rl94JiKcMmzOu1HWn+v2Nwdog+1z3bbf7PzXP3QXwMTYjE2IxNiMTYjE2IO5RzViLMYizEk+anYWv20TPa0vSlv8AaNCb9E76S9SQ3qHRdHbWsQ5WbVg3dQSAckpgbsYG7GBuxgbsYG7FIBxQ2Buw8iHKDW2u16P/AF91/uZP6x785XL9VJMqRdDh6VM229UEe1qgUTRvpIimdlbzirJ/ySWqtx8ijhNMOHe+EO4jWDTFGIrIsqFMZSdkUyFTJyTvn9ChCqEw9mMPZjD2Yw9mMPZhBuihyQXeA99Sh73pj3rRbXnh/wCu0KJkVJh7MYezGHsxh7MYezCLdJDS89T6HHl7YaoOEMNZjDWYw1mCJkSuzRcvbIqYYoR2Oxox6NGPRox6NGPRox6NGOxokZhV8u2tpLZeW62IhZ6OtQRyNJG5ddNZi0MVSHj1KvmTc1yNmTdscOEE3CTJkgyJKKVSjrYYNF45OUiyuiUKUoknibFpaCNSNOVpbySbmVlko+hG8tJitttiJRablVPhX4etXfDMXD8rS0/19Z5LtW1a3AoYxZ9UpphUq8FB9ruI2phFyjFCOxqPGNR4xqPGNR4xqPGNR4nHaDuSF8DL7MZfZjL7MZfZjL7MZfZjL7MZfZh9CNUWdr9tEz2tL0pb/aNDRFSlySXqSG9Q6Lo7bFdt6Mz2u2u16HChULplX2IuW3CpClaGpocG2EIdIuxpmKbSsC41pzbOqhIOSK/b6JF4Rk1Y0Mopor4U1nfLN2NF5LA2AwFkMvsxOMGzCjCQZNG2NNBjTQY00GNNBjTQSLtJ296kF3gPfUo2abTLvWi2vPD/ANd05hIy87gTsYE7GBOgSAckGBuxgbsYG7GX3G3gTsYE7BoByaiMGyKlgrAYKwGCsBgrAYKwGCsBPs2bJs0gX2zWNmW4dyz9Nta6W7ig/MpETUdvzSCyqaJJC5kUxEnXcXJyKEKomaJkWB6Q7+oolcBxwM4HELKODI1m2RI+VqsblKyblVE2vRCLiYxo5aYJGBaFj6I2yrtMYlq7cFwyVGGSowyVGGSowyVGGSowyVGGSowyVGGSowyVGGSowyVD0r9qoyiEUSlLQtJWlKxyWvKsO5QTjXqtZV/gbEYGxGBsRgbEYGxGBsRgbESjNFnIC+OjK9ttftome1pelLf7RpkvUkN6h0XR21rGvVG+FSAwqQGFSAwqQGFSAwqQGFSAwqQGFSAdxz1JtbXa9Ez+TM8CgKsUag7RVCrR1RbQcu2RBQzBelddNEh4v5ZIzV02XI4RfMVG60ZPIuKCeRfncpPqFoR2iYUrSokVNlJkjuEHDRXiSu5RqIuWSe6HDVBwMLZDC2QwtkMLZDC2QwtkJxui3f8AUgu8B76l0Mu86Lb88P8A13Td+qPZXYlWqTFcrloLwU1NWSW5Zud+UszIKuisEZwqCdvLrnZx7RgW2/yZfkUnW6Lhu4Scp9K5HDhq1Z3G3Om6uRuSibF/MqZXbDK7YZXbC3S7Dm0/19W4vtSVPGguFxspP0eHtthFJOWkKph8jz3D3MXx0ZXttr9tEz2tL0pb/aNMl6khvUOi6O2xnb+jL9ttrtYknPCMoxP6dL1trDNxvyBwjRZNgvVBXQ+7koQqhDlcRC7eRbrk2ePdNnT+NEpMHkE2KDM7G5GrBqikxcFTKRZV5oOahCxyJpCU6EvF8efLyoy8qMvKjLyoy8qMvKjLyoy8qMvKjLyoy8qMvKhhHmcvJGKOxbMrfVdNssqjLKoyuprywqMsqiVh1Y1FCDOsjh5sXy8qMvKjLyoy8qMvKjLyoy8qMvKjLyoy8qMvKhjB1bu/ZLokXRQWcQDlKZYKElF05Kb5bnd8PH28z4SO5HjJu8K51Q0k0XK6bdG4k95ERcHV+1ysegy0sMtLDLSwy0sIYlWsvVJdq8w1+MNfjDX4w1+MNfjDX4w1+MNfjDX4w1+MNfjDX4w1+FIl2oCKyMfSsy4PTgH6iqzaUWTj0TN2dxlpQIGqZDmuHuYvjou0t+2JBvk6YPIh5FvUWsbEunzIlvvyFwKRGBSIwKRFbdemO0ZOFZHB5EYPIg8G+UpSEflpg0gMGkBg0gMGkBg0gMGkBg0gMGkBg0gDQj41E4eSSLhsuUSFHdF0y0ITkc04V1Suugft96SMcb5ISng7BqUNSabIIKtktyiFUE1RRBdooZ2ZzIFrQ1NLw53jmPaEZtvawiKhJaY1v5ctKFLyyTbi2Nrr7TXcqZq9+omRUh4NiYyTdNnc3I6cpNUpWQ457S50tRLmbVGY2QzIyCtytaFcPpOQLCVZpLw1DNFOjKdts/tnLP04SenY/jG7SY3KGOpjHUxjqYx1MY6mMdTGOpjHUxjqYx1MY6mMdTGOpjHUxjqYx1MY6mDTpdlmwcyTnnuHuYvjqXGtuo23UaoRHL4x90ewofipbleJ7xvHKbbfQ5KZq4SUoqnN/wBhZQqSTbadu+RZAi1NS7EzVwRwQSTncpQLhNk79supRFG1Uarr869MNuX4KWruLh0yDsjJqUq8ssmmVMm7IDN0TDhG44RuCNkSVD9oV0nbLyq3K8kUWjnklq6oy010SMeW70dthFrb+PqinWu4SG4SG4SG4SG4SG4SG4SG4SG4SG4SG4SG4SG4SG4SG4SG4SG4SFEU6V6Fw9zF8dSe1vJYtKFLy3g3+2wX4ln1pFbh2MUTUlzIfYf6FCUUIxVq1cTeidcVUURToknyyK2wnHobhBZSiSbQlXC7lAq5IaSM2U9rc7jZbRjbg2PPdjbesIxxxTH4G6UNtpGr8Sw0XeQxmCL9rRE8s3pWkwiKSzcYm1FJNqMSaCsm1B5dCgtZFRV7yXiSnDtj7xtpnTbES1YlXbNHT5sq1uUxatHrd2XRJIcSwtRbaa+7uHuYvjp18KW8XjZrmkW/FMrVX+nrXQfZjmhdltzSZdmqZqHJoft96m5cb5F+5o1bsE6mry1rqo0pxb4SSlV10yUTIHTei5Lfka0r7RrTE7k6CyZVkrdOZu6+BdJUXbWkv9rQomVVPAY/WlGMkqS0Mi7RKXYVVomSjKNOuHCJGzhOGYbCcczTBS0KXku9WhqNybtDRJzLdkHLt1JuEU6JJSRKpLbKbhNRhUhmU+4amaO0XaYj/wAK4/d3D3MXwMwLDMCwzAsMwLDMCwzAsMwLDMCwzAsMwLBzOLrN4iUPHIZlWGZVhmVYZlWGZVhmVYZlWCbxROTzAsMwLDMCwzAsMwLDMCwzAsMwLDMCwzAsMwLDMCwzAsMwLCWkjvkyeBOZ0nvEIs+tHTIo7tVyrWSe08KcskrspMUdw3cq7lGNS8NL1vt0JOvdRZWVMKPpqo42aHGzQ42aHGzQ42aHGzQ42aHGzQ42aHGzQ42aHGzQ42aHGzQ42aHGzQM7mjFjsUjy4jODEZwYjODEZwYjODEZwYjODEZwYjOA5ZQ0hxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmhxs0ONmgycqNJvlXJvUT2welctOqiluujiOg2zM/M/dEZtYFqd87Dx2gzTXk3sqo6ZoQ7WNb7pMOE96jFKfSFCFULVss0UJPyJzrISyz3fzg384N/ODfzg384N/ODfzg384N/ODfzg384N/ODfzg384N/ODfzg384N/ODfzg384N/ODfzg384N/ODfzg384N/OB4d4d+L4+DvSv0U/rnQ+xIaZE+9VbI0RS5kvypISh6qrELQheTeGjZBFQqyXzz5yVo0SbneEtmR3pOs5XSbJHMtPyC8qwYJnl5F8GsCosoUqLNvtmk5HSv+NJaXbMi4i5lVichyqE91c/dBfHwd312nnQky7JyG2yB643JGDfd05nyu6QhafcOahCMPvOOVdOiqVpO67PsZZ+WObZpIM0Iil0NhS52gpczKopcjGopcTAZgjxj0aMajxSXYVFJRjUUkmVRR80qKO21RxCI3hPdyMs1YiRlF5U6ZKJpu2pt4xuPUCSzE9KSLOoo6bmB3SZVxKtVHjRFzLx6nLKzKLELrO5NdtCPlU2kIzbilNVBc7ypqt0qIo6ZRPbbMFd620rokWJHvl4dZFUi6Xubn7oL4+DuGu3P9BynvUY1XwdL0QIzQqofnU/LdwtPtSymw2Yk3bbmUUMykEz0UJ7C8a/x8ckSkfw6Iq0bVFWDOorGsqisUwqKw8fUYJHDAI0ZejhW3I8VtphUVthlUVtdmK2s2GVURlUgyoMrqUGW3RRgD8owSVoMImqDDZwcHPjcXDQbNxlG1cZRv7gKOMnijEZwYtMjG5MY++oMxuSjNByil1UFLpT1kNQ5NDpyk1SfTTl8cjNNuSMJU59EagR5Nmt9jWtbcZ1FbaQD2CM0QhpIj9vyVrSlHcyybUUk5CTDC3iFCSRESaZJ4Ri1YFOstyGptFj67h3yKplVIweKwzlFQiyXuLn7oL4+Dka7y5Oi/S1KJNlFVed4ruUWyHDwsTTU0lT0M6IYpy8ztPet7Sdb1l7C8vJMPI/B1pSovMpaNmvlhKXAi3G5cPlU0yplk1KqHRToknotMu25FK0rTQ+gCKK4XLpjhp0cHOGGGTBhl9wqGsCzQqWlC05JCZbNKOVnEg8IWhCcsmWqTghqHJyKplVTt92ZlIe4ufugvj4PXvJoUr9XsCk4+RnK7EZH01M4dqSSlZOJXjDNXBVy80YrwE57C8/LNfK/CXp5ZV8gxYO5B7K1bM00NC6tEUoxOpz6HFdlC0FiaJBuuUNbhJtIOEXBei4cItyuriQKNxLSgeptIcRhDHNzPk961iVNpvyyiO0nDPONYe3ufugvj4OOrtrhauwfrv1t0lCteHbXHX8Old1H2alqa1pStJuPrGOkj0UJyyhfBitxDPr3nX7KNNSPu9qm10L08sg1UcGpShaaHhqunRC0ITRIm2WbfbYVIahyB2wbOwvbmybeTbEJXLTXS4WVRSeYVGPMAe4mVAe5iDGJJcbmddBvbtKmas27USLsrJofeLLJEomnzpfjSXLWmuluL1Zynt7n7oL4+Cdm2GkTT7YXJvEmiu9R6ta6qMEuPfi5a/RJ12GUAjuYkO25HTcpFI99yvi7TW1ld5Ede9K/QSmonupicSZCFOq7uDoXrX7RP8aH7jcIxrfdJ6Zev452m+h7XebxtyKopqg0UxMMHYDB2AJGsiAiRCclfCj1asxIsqUcPehLJ/bbqb1Hlky1JUlys9jMjEZkYjMjEZkYjMjEZkYjMjEZkYjMjEZkYjMjEZkYjMjEZkYjMjEZkYjMjEZkYjMjEZkYjMjEZkYiWkEZCRF8DgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpocFNDgpoPG0sk1jKfjaDmq2e9WQVqarBtRq2Fw+K8trUXKxmSl4KaHBTQlGL8iTc+8R5FKbScQm+WpwU0OCmhwU0OCmhwU0OCmhwU0OCmhwU0OCmhwU0OCmhwU0OCmhwU0JhF6j7KvhR9PqndYnOFGMy5Rj8gUZkclGaTFFLrKKXUkJCfcvAkjQotWm1NdC9fE2g1aFKjSr55yS31KUpqpIUNGyaKpVkupPyBlTu0yxsRHp7tr0Fi0OlDnrVPlcJ71C2k269MOZjDmYw5mMOZjDmYw5mMOZjDmYw5mMOZjDmYw5mMOZjDmYw5mMOZjDmYw5mMOZjDmYw5mMOZibQSQkhfHwVxm2YlhTU10SKW8QYq71DpuVqIpwbSpjaJvxkyH1z+m4NWER/lOW1/pf9e6fMewMahSycivLuIiMSjkeWpC1FUEai4IWqZkVdulodyFTFoKGobmvHxdaJJWpzNkaII8in3JkO0CuW8A9M0cdOcleHpEMOGLNm38hzrPUUhV+srXh3i4aoFbp8zA/CT3tri7mL4+Cus2qPbU1N9JtbJ3SuunRMahStETSTqlKFpolvGZan1yem6nGy3QJu0eW2PGR69y/U/wCuqoRJN88cTrqLjkY5CaeP2psYmKDHJMNzmUQ5Z+D8bMr+cJOAI9d1tSgyscoy25KI+Fdtnei7PGT0bXDSSaqanLH03k7om2O/TgJHjW/Rl5nYNFxu40NK8RI8hzlJRaRLQbh06CLFFMUpqp0JalSqInoql7W4u5i+PgruN9Baai6V0qLJtVat1OibbkHDZAjdHTNG2ZNnTU70rKcfL8tfClpF1169w+Mr1nCybdJwu6uB3HsUWCHTQZt26vQufxndCyJFiniyDDlSjZfohKR8Rb/1vNMk3Oxcx7xN625l1k0E3so4kVI2OTZlEipuWMSTZbaK11UO+OqYjA6tdlJsXpypdbSBU3kV7W4u5i+PgrortPuV03ouRs4MibmrXVRdUztZg0I0R5J/uBabJtFxv9ygyR3KPK8NsNrXS2I3rzve+pIzbVkdK5WJwYzq4njJokzQ9rcPjcPK8e7FWzGpqq12UbZLqQ0mLQ5aGUhJFJQqqfJIzjdsCtnkqo3QTbp6LjU2Wbcuw30V8RqPHuDPEaIsymUN03dNptah9bH2txdzF8fBTldud5nCBVykUVZmTVIpTSc5SFVUO8PHp0SmuWf7g9psUEm+IxbtiHcr80qf6GKPDs+s+kW7IGfUfzvOatClNcUfSuY2AzGwD6423CIJ66HRKYWe7Nt+2m/G5OR86NU7JoVCgfm2WcAXZjeR62K6bwL07J1ofzjVsDnkpYMotBryz9d495Hi6SSbFpvT9Q1NZbRN7a4u5i+Pgntdu4ec5CnKow1V3rtEYiYcW4VBWaqtUyFTK17/AMs6XXJS1PoWfptY77si4p4U5o9Lj5jrTkhwLeHhN9SX3Te4UF0ly810SBjmYQTVFrhDAYQwE/FN04xA9N2Y5S0s9qaqntpXxujS9V3LeKR2U9EtXU1jS7DDlm2PEJNrhMmzOnJyYaRbdvzvK7ye0uX2qrZjWputavg79rcXcxfHwRa7cx1mfjPcsp9czJ0/GSoo+NSmqnM/W3aNvM+FZdaRLxVyh/HNnwWtxVI3HTMcIiVRkiaZuQpHtLXj61rpr40c201VUmIqkWq0qlVt7R87SZII3GwUq4UIvcOmUJUzSOPttdExXWCF2Sc1u0oZx0EPrl611BZ8imPynobNU0Kde2KfyHtbi7mL4+Cja7a3Wj/Gb5XH1zr6mtq3e7lKklQJvET15K+AjUMSkuvcKqZJJnciRgismuTRUlGd2aFlCIpNyKXBL0pQtOWTaFesrUdmL7W56mcy6kQwOR7b6qBkn1SHKahqA1KGKyNwz3Q5pvJXntcKKESLR62qOLbDi2wM/alB5hmUHnkhWbXOEiu6KcCuqEWSKXWqem902p4uPa3F3MXx8C6NsNYqn2+tFeMzyk+qXWprRt+VbsmlJaLdBzCMXZHbF5FVQWKsTRIK11RLOjJn1p2RUooyiyxqB4Z9ILUt5y2FJeQY1pczTVF1rJ3HouJ6d87jGRGDTnuNA7GQarlct/Z3NrbTBTUMUPmDd6R1CvWNUpHVVNUitJRDaIxX36IaU3k9z2uLgUqq4w1AYagMMRFI1AFZNygqaZfYuFaIpRtKmLoUrsp2iX7Ptbi7mL4+BmDbEZGU1NutC+Mrys/F8GSZTKmaImCdXMcc88gaLTMdE9K66OFioJ26yMst17c1Kzen+xdLYjdw1TSIivOMEVZK4m/CW25YNK9B82K8aWs5M3cTLqSQXxWbKMblaBiqou05XrtFmjDzSshJ9CVZFfs4uSPGqEOVQok5BKPR3D+dUUtetAqylWgTUO2cUkkKiMdIov8AGGYrMsxWcais6gKz5BjxjDFXhhH4gzDIxnT/ANs9PV07IWhCaHldlra5dmM9rcXcxfHwNxm2YlhTU160D4vuWN/cC1ojI1eIghyqFWSKV69LrboOCpsoxgpJLlLQpevKlNGS7dYjhF6/bsiqXLUx8ckDCjSSmXBaUKVPUsruSA6dN90bobHbuEriYGJSdjaikzH1FJVjUUkGdRR23qKLJ1G1TZlLgQbUXUXeq2YTW66L9g3fJtjum7ks8/JRjQ83L0pSlDVoWgVSTVoeKYnGDR4waPFIdhQFjWVBRm1KKJJ00yqu4jYgupv7WRc7kka23SYKahtEpXUzgi7ET7W4u5i+PgbrNqj9vcMsQMCSGs/UtvxPyxOhymU0inCxhqLIYfLOjUq+drE3UNDmcAhaEL7CQIkdlGR7tdsi3jkDwr5q0l2j5s70Oa7Ldp/QTptSPRWTIsnWDjqisBG1Fbdj6ittMRW12YrazcVtVMVtQLNzsHWvwsov2ulHfU7cV2ULPJqYh65O6m+ndiuxGsi7DX2jx0VuRJam/wCNcKBFuqppmK/jsC7DH2txdzF8fA3cb6HDuiqDSmptJeC/FoDiURvkgYnFPTsKkLGHqZHlP4Etqn2uWI0SddpSIQM3j7koZWaa26nVFtBs0FPZXAfYibfTpSHUj2ilVIpiek4wTi1ETVOi7IZVoWElCDcvOMj4l/iXspSPSkEHKK0evZflhNQ1JJTKtaDLK4y89GBSYhWblmnph/EzqmttaBtceIn67nExIYcg1cEdIdC7jbbqnhT2bx6VENGZjm2C8sx41LTVT2txdzF8fA3TXaeyFKbtH9Mn+7hUhwaQ4JMRpdTpb9LdCqhSOVkKpnKoXS4rqQt2n4XLGeChzbJLVa0XVVUKkmi1cTLyFeOSPvZ3FTXE28fbhw/eosUYxsrNP9Mz+Lc/tJNglIN7fjVY5Loq+CUN/mvjS03RUXQaV3F2iRbldM4xw8YJtbhZq0xZgDTkfQGuFhQZjZCtyMhmVmK3M0Dl1SRmfZKKFTKq6VcmaMiI87um3J+2uLuYvj4G4T0xl6qRQqf65X/e9TG8INsojPFVb9Md+oxaHLSpmSxDUOXQ+rqawVNUdyO3yDWkZXWs98rbzps1iHbpxOuGbZNi1iK8bPezdI0cNmTx9ElNJy7mkEwxddMhUyab0S+00V37X3zyuppD/pEdH8asWk+3pIqPSvI+SbvUnFa0RimfBMXEOxXrMwSSDSLYs3LOka0oOBaijJrQcI2E8kmmux1GkfYHOVOishtVTZKLGTIVMvOn9c/7a4u5i+PgZMtF55+3TRIm8Q3b1QrhbD0hhyYw4oi/BRX9bVuZYtUXSQosVcsYepVNEnXU2YSqCDbGmorNtgebqYKOH7kJsy0DDweGpQxUmm+kWzdNsjdEhuUIVpRox9q5rst7Lp+LyXKlvYe11d7DvHrdkSk7G1FJiPqCmoYuhVQiScdJt5A3tpKuqOh/LBZuqm4pOSRC0TcPXCkamapGjlEUlJRFek8+SDi4zLoQTc6DPkuGuy7h6ddZykkDPVlqkYHUqkkRKnRjvquP21xdzF8fA1+ubUIVQvBoAjVEhtNE3KKpjvDEYJVSQDxtRYqClSONErX7SK6NSlIiYbomkxykDQ1Kvw0Uo1npmTJHovWaxGTLyftZGuzH2bT+N5HKe+bWWr9Dxmg8JW342orbkeEkypJCSk28eSSkHEmayyam3tpiuqKiPK8xPGe57l8zD6tx0jVoUKPUCA0iY9d09cBGPSIC0oWnTg6bU77a4u5i+PgWddt705NKhVGxttASf1KrNEFgpEFFWDwo4R+KMHhgnEFB0yt5YP2++Jb6ZXEveJ/soE3aPtZmuqLtKmqI5TtFswYNMUGGTlBwc/Qbm4gqa4yJpfeOr4JWiXVE+2nvCHivKcyXf+eZJRWXUgSisZIJjYlExV08IMSOUYoMUGKGFH65xvn5xuXxwWN11TYoEBS0LTrW14yftri7mL4+APXZJE9SVp9mLNrbhf6pTmlPpktDVUrWekVKSNw+2n66oi16aoTluD8S4OW4ISta1V20bW7MJJVdFnjEzQY9I0GY3RRmk5RS6yil1JCLfkkW/VuOuqFjPJ8zb1Dzv/Gf55ztcb5L2dp+Kvtri7mL4+Ae12WcV+rpyflomv1BL65rmnqeNK66CWL4xEcg0L7a5K/xVv01Q3LeSO0yi1t/HctxwtDltgh04jmqUtRVBKoKWhadW6K6oWO8nzNPG4Od16i557trDyfsj+BLRp9v21xdzF8fASldUbF+W6cj5WNrsuhHfVK804XW0aG2mwkS7Ta31t9F+2uiuqMhaaonlnEd/E2ittxfvbr7Ox8pzMe/86vqXnuDtzLygMahace31kMU5esv4I2nT8T21xdzF8fATddUVG+V6cn5ZP6HAhfqc80gTeM4s+tAHLtFtRXZP7a7K/gRtNUdy1pQ1LUrVvJe9vDtTTyvNH+M7z/3dHPcXkGnlQ42nr6kW1oRQh4xzTxp1XXlrVp/He2uLuYvgYoyGKMhijIYoyGKMhijIYoyGKMhijIYoyGKMhijIYoyGKMhijIYoyGKMhijIYoyGKMhijIYoyGKMhijIYoyGKMhijIYkzGIsxiLMYizE2+bKRbDynTlPLr/AEg1dRYCn0c6FOGkdDRSjSb45oOOaDjmg45oOOaDjmg45oOOaDjmg45oOOaDjmg45oOOaDjmg45oOOaDjmg45oOOaDjmg45oLncorN2tNltzL/h3eH0XKqu8MnCiLScotPc3nX+Ob+X5o3vnOj43Jz3J5Ft5cMD0RmBPmLwjTXw3VeeVhpduyZ5jaDMbQZjaDMbQZjaDMbQZjaDMbQZjaDMbQZjaDMbQZjaDMbQZjaDMbQZjaDMbQZjaDMbQZjaDMbQSL9J/IC+BgLIYCyGAshgLIYCyGAshgLIYCyGAshgLIYCyGAshgLIYCyGAshgLIYCyGAshgLIYCyGAshgLIYCyGAshgLIYCyGAshl9mMvsxl9mMvsxMxTZmyZ+DXpy1fpf01EWr+LBU/E5HLkiAT2tgTRNhctdoolSeDWDZrtsutBl1oMutBl1oMutBl1oMutBl1oMutBl1oMutBl1oMutBl1oMutBl1oMutBl1oMutBl1oMutBORyTGpaai814kqRRE9FUdLt0i0Rl5td6ZntcH7a9K/iI/p5mzojSUx1sMdbDG2oxtqKTbUY00GNNA3eIlmMYZjGGYxdkMWZDFmQxRmMUZideIOGzfy4eNKLgq8ilRJoosr1n/k4Bq3UjOBaDgWg4FoOBaDgWg4FoOBaDgWg4FoOBaDgWg4FoOBaDgWg4FoOBaDgWg4FoOBaDgWg4FoOBaCcRTRkhfHwF1V/jm3l+nIfU6kf1uK/x8PTUw0vHBWyMYkZVQtdqgn6/THn22wdk3je11t4w9rcX1yXPMsMRZlj5xpTEJxuCXRUtXF0I7lc671Vcv1UpqoJps/cDgJ4o4a4CjYuMo27jKOJuEo4+eKIV1Irq9W9f1E/xzR5m5ZhJswVpwLQYczGHMxWNZVGFshhbIViWNRhDAYQwFYWPqMEjxgkeMCYDAmAuCPbM26H6fZSXkre7R7a4e5i+PgLsr+Ij+rpm+uSkf1O6/x8bTUx0O3JGydNbo5FDPz6J8RldlXRbx+Hlfayv13J0jkKekxBouUSmMQ5aa5D296/3zpolXkTReqtMURBZWUSBbjOUEuNvUFnmNRSZYVGKsRijIYoyFZZjQGm2FAe4WdAe5CA069VEku9WKl+r2Un5OC7T7a4e5i+PgLtr9on+Omy+taR/U/8GbSmpqH70rYvDO3ZkYmtapJkSJon/wDFPtP9C5uGkfarfXdvUnIckgRDbJJe3vHxdc7PuvJVFIwqzb1FY9sMNbjDW4w1uKRzcUYNqCjVCgoQpdE3/gn+PZSnk4SmqK9tcPcxfHwF3dR4fYbMS6kJH/Mp4EJTUQNDUcSvLPfpe0+2mbbIJMmtCIW38b7Rt9d49V1GNXLj292eMnzs+69eb/yX/IdOSNyldvD0bPttTrSvlIbtftrh7mL4+Auv9/TlTfSmXZI9+paS+pYO67LWL8/yzvl1y7TKPNtNQsXbStNXWh7SH+u6fhbo75zs+69eb/qnhQIp0dS4nG5TN2Z9426sr5SG7X7a4e5i+PgLo8501fvSAP8AVIuvGRD7ybDwe8s75ctNpCKNphD7ib9pDvUGsynKsFAmqmp8JcXjcPOz7r15vS5oo0eISTZUso+K4K3T3SHVlfKQ3a/bXD3MXx8Bcvcukc2wRhTXUNvrkTeMuH/k0qbBuWe8ul+pr9Ehocm4eQ9orFMlTKW+zMD25TXhcoiP59IYrNJDMrhIJ3UjUEuViahJ2OMCSTI4Iukf3c543Jzs+69eb5FGCB6t2iSFetK+Uhu1+2uHuYvj4C5e59KTPsoNybCNa6qRdNYS+qaEj5JSuptyzvl0v1LfQ+0ShdaEUrvo73R0Ejg8azMDQjAwNbzSoNbaYy8qQYZKkG4nSDeXCQYhOEGOSpRmR0UZqrQUupMUulsM0MxmZiMyMBS4o8ZhjhmGOGYY4ZhjhmGOGYY4VuKPoMxsBW5WFBW6GQzS2BrpQBnWITXOz7r15v2kp5ODrrivbXD3MXx8BcfjL9Jf778OzbKEeXZas/GYEj5Fan4JfEvJO+XS/VI08CV2iB0Xbb2qrtMfh6pJ1FWqFRwTUYczGGMhWJY1GEMRhDEYQxGEMRhDEYQxFIljQYWyFI1nQcC0HCtw8ITMHQZ916837ST8nBdp9tcPcxfHwFxd56Kx92kwL4B/XaqWmyWM8ZMSnkFe2IeKPJPfpT/w+prQZV2mui2TbqQ+Yr9c90GfdevN+0kvJW92j21w9zF8fAXF3noyZ/pTLsECP3pAQ3i7Ev5BamqMbeW5J79Zf8uKa0IyutvobG3E98w0rtSfQZ91683/AFTxp7J/5O2+1e2uHuYvj4C5e59FP8h4FTbCcWTUkIHxMJqv4Tzt7TynJP8A9U/o1NdImvhoktZFCGocny1fCkP4m6DPuvXm/wDJf8+ye+VtiuuM9tcPcxfHwFy9z6D9Xdt2ZNhEPzeCRN2mf/ED+sTtfxHvgwaeV5J7/WiO8HWiTLrbQym9i/lnZtlrD0+10GfddCrpFI5FUz9Sb/wT/HsnPlrVr/He2uHuYvj4C6PO9BxXiHuhtTfvQt+mB8uJ6v2ZOmps38EOSc/dobeEjodF2m9rKbTD5aWNsxsT5XoM+66F2iS9TxRQrxDVWjl6QYmoUFlSDE0BiTcYk3GJNxWTQFZVMVlDmDxdZaiX6vZK02k7SN9j21w9zF8fAXV4OedypukWJNRA7U3aMenu24c+Xg/Jif8A6la/ZT8E+SZ8XegvhJ6bVNsuPlrgNsxMbTUz6DPuvJ+6S0VKWo3KY3CQ3CQ3CQoinQUIWmiR/Wj+n2dr12Hntrh7mL4+Auv93PLa9hPVuwf8h5od+WhfJCY8XUtXwp4U5JfuGhTwkNMQbdT/AMtc5tUYypqa9Bn3XSeuyWOp05H9Tfy/s4auxPe2uHuYvj4C6/3c66VFk906QFauzhm23FND7ykP5ASvcpLxU5ZPuehz4PNOvdTPy12G/DQ8EOgz7rpdV1No/wDT0pD9DXy3s0K7u4fbXD3MXx8Bdf7urIeUivIB99Us78ZDlf8AdtD39+mU8DENtE+Vu2opTVToM+66ZCupmg53SfHDjhxw44ccOOHHDjhxw44Lud6Rl5X2buu7k/bXD3MXx8Bdf7urJeVjfBiF6/zR/qluV34zGiQ/3plKfjxZ9uO+Vub6n/RZ910ynkoCmqI6VyU/imHk/ZzNAmbbT9rcPcxfHwF1/u6sn5Zh5IV+qZRprmuVXxl9ElyP6a2tum2on5WcrtTvRZ910yvkoPwiulcNP4iO8l7OXp+NGG2472tw9zF8fAXX+7qynl2flAjXXKx31SnL/cpokf6L/nQ4prQtQ2tj8q/+u4+iz7rpl/KRFNUZ0p6muJZPUkm9H7eoo7QqKLJVFK0r7CSprZ28baifa3D3MXx8Bdf7urK/oa+WDL6nkH9SvKh4vtEj/Rf86K+NLSNqr8qb657nMahQd2gUR5qHktMz5WMpqjulWlK0NHszA0OwMDQLKoXt9uVJkz4kmGq0HBvKDdSBQou9Qpvn9C4ioQUlCCkkhUUft6ijtCooujUUUJUbVBtUG0UO10eHtWtax3tbh7mL4+Auv93Vlf1N/LiPNWicEX8flY+KuiR/ov8AnTbddmV+Vo4KjJYmiMTQGJpispQUeOTihZRQFipRQJW5WtTM005dJFNLkmfKx3b+s8rqaQv6NM1+pt4tv7BmyBgaMZGBoVhUVgGVRW3WwrbaYy2UZbKKW2mEYFmSqZCpk9rcPcxfHwF1/u6st+tH9Tiuyg3rsx0OXUx5K+FI3+tEiKckRXYn/lTtGxzcC0HAtBRshQFIUvK49R8kz5WMrrjus98nC/o0zNPxo+u0w+BuHuYvgYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxFxO0HSvFoDi0BxaA4tAcWgOLQHFoDi0BxaA4tAcWgOLQHFoCRWIqUj5rQjx83M13hSx7N42Ta8e1GINRiDUYg1Cr9tVJkoRMvEpDiUg9UIoOLQHFoDi0BxaAbuEyTOLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EYuxGLsRi7EGcpVmeNbjjm441uOObiScoqto2UaJsMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IcyrMzaLcJIpca3HHNxxzcSThFVtFyjROPxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2IxdiMXYjF2Il3SLqRD9g3fly7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GjLsaMuxoy7GhKBj0lB/8QAFBEBAAAAAAAAAAAAAAAAAAAAwP/aAAgBAwEBPwFVx//EABQRAQAAAAAAAAAAAAAAAAAAAMD/2gAIAQIBAT8BVcf/xABREAABAgMCBBANAwIFBAMBAAMBAAIDBBESIRAxNEETICIwMjNRYXGBkZKiscHhBRQjQEJScnOCoaPR8FBisoOTJENgY/EVNVOzcMLSlFR04v/aAAgBAQAGPwKF5LRHRK56YlkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lkPS7lDZElLIcabLBJfH2f/Hkh+Z8El8fZ/8AHkh+Z8El8fZ/8eSH5nwSXx9n/wAeSH5nwSXx9n/x5IfmfBJfH2f/AB5IfmfBJfH2f/Hkh+Z8El8fZ/8AHkh+Z8El8fZrll7rcX1Gr/AwNDh+tTtKq6dsHc0U9ivn+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5Zf03LL+m5f9w6bl/wBw+o5f9w+o5f8AcPqOX/cPqOWX9Nyy/puWX9Nyy/puWX9Nyy/puWX9Ny1HhD6rgqsjaMPatda0LwnLlh3QKfJCJAeHtO5/oe//AEBIfmfBJfH2a34pJXxzcSM28N9CNPeWjm+hxD7q79H0OYhte3fQmZN5fLk0IPahFhcY3D+p1mIgbuDOVZk5Vzz+77BVbJUHuisn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsm6CyboLJugsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gr5WvwL/FSOp3bBag2LWA792LlVQajW5D8z4JL4+zWnxBszqWcK8fmL4j9hXr/SnMiC0xwoQVoZJ8Vi7u53fqQl5TVzTrt2z3rR/Cz3PefQr1lWYENsNu40f6GJMPQ4nrsuQbE8rKON24fsU2LBdaY7EdakPzPgkvj7NalJNp3OUlNYwUa0UH6WI3pQXfI/gUu847NDxXfqBeNtdcwb6E9NaqPE1Ta5t/h/0S6FGbaY5GUjOrLRcR7dakPzPgkvj7NahA738f0ybr/wCMr+ofMLv0CBK/5cPH1n/ReigauCa8WdQHnZUsni1mQ/M+CS+Ps1qH+ejpXy7IoMZmNuAQdEZopFbFb8EOBFihsV+xbuqFAivpFi7EYYkaHFGhQzRzjdRNiQnWmOxHA+DDitdFZsmg4sDosZ1mG3GV/hozXH1cR5NJZjTENrtyt6sw5mEXblrD4vojdHpWxgtx4jWMxVKDmkFpvBCLojmsaM7jRZXC5VagxGRG7rTVW4z2sbuuNFUYsD2wojHuZc4A4tPN+6cj7w9n6hPE5rf8gP8ARc0054TupRRuROwazIfmfBJfH2a1D/PR0sCaFzIlCeooudcBeVCmnE6qN8v+MEeOb4cE1HFcPuvBzdwNPSOCKR6pU1AiDUviUPIE/wAGTR1JOoO/3qLHPoi4bpUSei3xYxNDvf8AOCZ+H+QUCalY5hxzXHixoQPCrXPh5n5+XOmvhuDmuvBCZLSp/wATF3MYCtTznvinGGm4JxlS9sUC4E3FOhRTV8GgrvZsDPCcrdEh0t060yO3GbnDcKl/BsM6hpq/84F6kKE3kAT3xHmHJwzd+bqxReG0oMSC8mXiY67mdQR/u9hUt7tvVg8Je12nTzfunI+8PZ+oeEP6n8x+g3a3St+HVuDeEqj5qCD7YVBNwOePMaZ9Zmfdu6lG952azIfmfBJfH2a1D/PR0rYueE75H8CZErq4zAzjz9qkI9KPMQu5cX8VEmGG8t1HCcS0Vw1cbVcWZScZ+xYwE8pVJaWixHb9yif4CxCsmpLHXBE+tEJ6k2bg7bBx09VSMrBHlHHyg/diUOEzYsbZGCZ+H+QUt8X8inQYwuOI7h3VMyUU7S67tUzFiXiDWnFcMBJxBTsTMbPbgcx4q1woQpmXmKmA4Wm9imfCEbZPNkdZVlv+Y8NPBjUs0Z22jwnBJwxsja7FL70SnyKlvdt6sE9F9Yjt0837pyPvD2fqHhD+p/MaWLT1Spip9PswmW8FEsgtxvF3HVV8fv4SmyXhKIYjH4nE146oucaAXkp0LwaTCl2+lWnKVdP38JX/AE/wk8vtXNcd3hUaySDUYuFS8SO+4Q6lzimiVe+FKwjWo6zv6QSsq+zFxvcM28peK81cW3nfUMQpl0Esrizp8d084sZS5r3KHHheEHNa++hiOVqcm2xYNNjaJwaNAnDDupYvUIxZx77ddjEctT4S5YjlP+PTAjEto2hNyl6/u/kcEi0k2WtupxrRJacMOHTYWiKKNKwJ2Jag1qTFcBcaJ/j8a3Cs3AutGqtO1UR2wbuoRtHZADsTDd2ICciw4svnOfDEdLGIY9S6rTerE5D0UC45nLRZd1RnGcKTPtdihxnTLWB4tABlV5ObaXb7KdqhQi+1obaWitA8G1Da0tNGqemmedHsOPpRbXapB0m59jQ76RLJqvFTMTAjVDbIi5yoYj6NoNdXojq3LRH6p5uY3dRfLW7H+225Na+FFiAm8PZdyqEPB5Nn0g19krxeJHmGRbtToveoQiaNodoW9EdUURivvcbmt3SnOhGIW7jTZaEY1YoDbyWxU6XmTWM0VDvWCmIoedEbFND1JsVlzsT27hwGEXE6Jaa7fpf2aaZ927qUb3nZrMh+Z8El8fZrUP8APR0seDncw04VIyB2qG48mMqLQbCjgvBfg9hxbZvUu6kGtFGi4BScNwDm2W1HGVSFDawbjRRTfundS4HkKJGjbBovUWecyy0EiGMMx8P8gpbgPWU+NGNGt+am5yINtdd2qP4xqYMauq3iaoOaQWnEQnSkA2piLqSB6ITWP21+qfhlpKC0OmK49yuZQoDMTBRFzBUwnW+JQmWho0NtlzeDOjEjPDGDGSvGS0iWgYq/JPsiphnRFCaD5SELDh1KKa+UeLLBvprnijopt8WbTzfunI+8PZ+oeEP6n8xpY53GHqUc/wC52YHBmyimxxZ1Cu1cQW3HhwSRbs9V2JsJuOM6h4FChgaoi0/hwSBbs7v5I77wpXwfKgtgw2NtnfpjKEGCLs5zk4Xx35tiN0qcnpw+UjNdodrd3U+Hnhv+R/DgmhvA/NQN4uHz0ku7ceR8lDdutBU1wDrUto0eGw0NznX4ytS98T2W/dSsWEHBgHpbwODwg447/wCWCBMyzDE0O4tF6pMSkRjt4qzBcRE9R2PCeBypGZqszxjCsONWel+5u6pMbzj1KDBbK2rDQ2pegPFWY8zk2Xhmjo2P2UJuKPLRBqf2tVmI1rm7hFVQXBD37cEGOATBDbPAaqHBdK7AU1LqIMiNfBJzuxYBvRIfZgbLMxNIht4SmQYQo1owWYewtxBxUKdCiVsvjNaeA0VHaqEcf72/dMiwXWmOFQV/UidR00z7t3Uo3vOzWZD8z4JL4+zWof56OmiTIjWmmtG2cSiQn7F7bJUSLHex76WWWdzBDn7bbDW0s8WB8M3B7S1OgiJolXWq0ohBZF0PVWjdjUOBD2LBThwvgRSQ12cKxJzvkswtFqDvCk2YjR6IcT1psOE0NY0UACsR24sThjCIgT1GcYQjRXaNGGKouGkjTsWLohcSWCmKuHRZSJoD9yl3ch41OlzBuIQYDbLB88BjScd8q847OJCJOzUSas4g4axN+6cj7w9n6h4Q/qfzGlmzuQndScd2KT8hggvGJsS9QIjMRYMEJsK+XgZ94Y/spWJ6LS5vLT7KHFhmrXioVTcEIzL5eBiO8MXzTN+KOoqXm2eUlo7Gl3Ji4UI0B1WnlGEyUCJaYzYjM269DxqbxZmiqnZMngO7Q9+Cb907qXBEOkh70UdRUoT/AOJvUpngHWFCmJjRHOfXU1oMa1ErC+IV61Za1rG2bgBT0MHhFo3/AOWBzGRGOe3ZNBvCoRUKSfJixEe4Etbw4TwOwBkDVFoEK7Oa96lIfqwlAcZWCXFgJJbXMvJQYbPZbRQXeiYVBylQnwSCyyFobi6I/OIYrRNe01a4VC/rjA6UY/ywqKUx0VXysAndsBQRKhjIlNW1vyUqYmOlPmv6sPqbgMSNsRFtcRQcwhzTiITn18q66GN9RZt2xaLIO/8AnWh//sM7EYb7nDYO9Up0vMtOhV1Te0Ivbe0uiOHz00z7t3Uo3vOzWZD8z4JL4+zWof56P6ZN+6cj7w9n6h4Q/qfzGlmYcMVe6GQAvF4Ei6la1fCctW8wG+1Z6r0Jabdo2osvO6nHwa/RYJzdy0F7dCYdkdirDdVEde9+6nwYwqxyd4g7RoBzdy0GMNChHZeiEIUO843O3SmiCwvLYgcQOAqXgzEOo0Foc1w3lovgiJaYfRJHbjTdEpbpfTdRs41GjzdNHfdjrdggzstZsHbKni6sEeE0gOewtv3wtCjEWy8uuzaTQoFm3aDr1AguNSxgbVRocBpe80uHCpaG4WXBgqN/BCnGNGgWb3V3qJg8G00Kl51OPjT4kOK2G92Mh+NRPH5gRQdiK1USc8FRBV9SWFWRLw2fuFPuvHPCEXRpnMMww6LLtc6mJ8K/5LQ/8TfuQ7PzohMzlDFGxZ6qhRZZtp8OoLd0JsNojgNFANA7lDuikVFbUKg6locS5wva7cTmQ6Fn7YlAUIk+4P8A9tuLjUL/AKeXCCG0LWPs3q1EsWjjLn1UKM+LDaxpqbJxp0x4P1QLrVAaOarB8Yod+iD554Y3O1pqVLw/BdWwmChax9lW4tm0cZe+qgxTFhta1wJsuKDq2I7RqXdhRhwNFs/7b7lbni5jc7nmrkyDBFGNFy0UwjoWjCJbzUGCjtTFGwfuLRZhoDGA0INbWmmfdu6lG952azIfmfBJfH2a1D/PR0r5dkUGMzG3AIOiM0Uitit+CHAixQ2K/Yt3cJsODqGhoU6JENGNFSVoks+22tMDXTMSwHGguWjRHtEL1syyuDzllcDnhAMjwnE4qPGAGYithg4qrK4POV03L/3AqQosN5/a6uCy6ahV4V5CPDiHcBwiHMxrDyK0oSrMCYY525W/D/iIzIftFUE3C4zRVF4Ka+YcQHGgoKqmiObvlqD4bg5pxEaSb905H3h7P1Dwh/U/mP8ARcz7t3Uo3vOzWZD8z4JL4+zWof56OlgTQuZEoT1FFzrgLyoU04nVRvl/xgjxzfDgmo4rh98GhQj5eLcP2jdU3LxLn46HNS4qbH+04/JNjuB8ViO0N/5xoOaQWm8EK3nhvB7FLw5htthbZpwHuTy3RW3XapRjHL7TD6JTIjXx6tdaAtD7YGiZZas4r6UUWPBMS2ymM76gx4hi231rR2+tGhPjF1Kaohf9NknUhjZnr4kBEMR7t2tE2ckXvbobhWpxKDHzuF/DggQ4wtMiNFRyqso98KKMVTUKJIT+3w8ROMp0XHENzBvrxzwnEedEvAzlUborTu2lG8GRjVt5bw/8KUAzuKLTLQ21ztFCpyQt2obKkcRppJv3TkfeHs/UPCH9T+Y1zVua3hKo+agg+2FRs3Ar7YVXuDRvqj5qCDuWwrpuBzxrF2C/WaZ8N2uViTEJo33hZXA56tQXtiN3WmuC/wA0mfdu6lG952azIfmfBJfH2a1D/PR0rYueE75H8CZErq4zAzjz9qkI9KPMQu5cX8VEmGG8t1HCcS0Vw1cbVcWZPixTRjRUlRJ/wjFDGM2DDfwIxZc+RjXfL7qaG7Cd1KNBjbF8U8VwR8GeELhXyb/zMpj4f5BS3xfyOCehnMW9ukmh+2qhD1S4fNR4oxsYXBR5g7N77NcExXPQfNQK56n54Gvjusw4YFSc2p71VsUxHeq1pUXwlEZYh5t/MpOUO13VHCb/AJK7A9zcTcfMopGt4baNORES8vYf6znVoo0yYzYkxEOqGdukm/dOR94ez9Q8If1P5jSmHKPsPtVx0qE95MUQ2CpIjd6f4pGjuLcflqdqGqmMfpRqjrToI2WoY3jA+60UGKGNzsfaHItBjgNmBuYnKVP7SocZ00GaI0OADK415ObaTvsovB0O1a0MFtTnxJkd0y1geKgBtVqJsF2/Dp2qFAL7VhtK4YYhTLoJZXFnT47p5xYylzXuUOPC8IOa199DEcrU5NtiwabG0Sp55Oyc3twQWDEYl/IoIk5p0KzjvItJkkJ6IYj6XiI6iYY0zag11VYlqoT40Y0Y1OiSrmS0vXU1zplZmDFZW+v/ABhgiuxbTok4JpzcYhu6ky87JybLygtTT+OytEmJ0secxcTRCOJkxYIN4qSOMIzcK7yZdTcKimNEe8iJjca5hgkIbIj2wyG1aDcbynPeaNaKkp7fBdIMu3/Mcqtm4T96v3CDY1NELKOs7qiujPiCwRsVc6OPiH2URsJ73WzXVYJZu68lDB4Uc4mtrtwag+XfcwdqiiPEL3sfjO5+VweI+C225jE53qq149DruV7kR4RLDFrcW7mGpuAUHQYhbKB4bT1hu6aZ927qUb3nZrMh+Z8El8fZrUP89HSx4OdzDThUjIHaobjyYyotBsKOC8F+D2HFtm9S7qQa0UaLgFLSkMWopNrsCbo2iRXZ9VQKRmJWEGNa6+m8ppzTdoLiDxKJ749QVNjGbsHdimfBvhAOEZtA08BFxUrwHrweEW1zn+WknPdO6kfeHsUeD67C1RZGZOhxLdRa6sELwfJG0wOq5wxV+wUOEzYsFkYHQIpdZiD0fY7lo0pZmWtvsubfyZ0IMRohTA9HMeBSk/ZrDurxdyESA8PYdxF7yDE9Bm6os/MbZG2NdzOV4N4R/Jf4wQbH+5RQf+j2hCrqtymfi0k37pyPvD2fqHhD+p/MaaO3dY4fJTDd1lfngBNwEaH2K1FmIYHDVQ3SbS2GYtQNxqlW7jSVBgtla6GwNqX7nEmN8VbqjS4qTHtdigwGy1osFKl6yVnOUWBDdYe8XVUGA91pzBQnDNDeB+agbxcPngmdGish6obI0W3Wz+wVUCHLtiCjvTCooIOan8cFiBe9rrdndUOWmpN4MMWa4kIerhPNwt58NXkNFnGfYWqmWH2NV1KPBhNjFz2loJF3Wobzi1TjyqZ8IR73A6neJ7sE3a/8ZUxX/cpyKN73sGCRA9EN6yVHgsNHObcjLTUk+la1xINiCJCrndiT35g2tyjCKyI5zyNitRKEjfiU7FDjmGYdr0TgkjuOPYvKTULgBqVqdGf7LfuvCEf1iPmSnPeaNaKkp85GH+Fg4gfkFPSzTqDWzxHvwR45ljGhPrqhuE1xrykCK3goUIsB4ew4WyMC+NGx03O9SlCNHDtXx/8AChRfXaHaWZ927qUb3nZrMh+Z8El8fZrUP89HTRJkRrTTWjbOJRIT9i9tkqJFjvY99LLLO5g8fe5xcMTM1cGgxCW31DhmKMm2Idq0O0eBaC5wc8uLiRgFTocYYogChQGmtgUru4JiOxzi6Lu5tJEhPrZe0tNFoMMl19ok4Le1RvXbn4VZM9qNy9HQtVEOyeceEeENENQKWKb1MEKbvZEY60bPpIwo7A9hzFVk5tzGnMe5aJPRzH/b90ABQBQnNi6G9m9VVmJtz/ZbRWZdlK4znOkm/dOR94ez9Q8If1P5jTEJ3uj1jBGhM2T3taOQKkzCczfzKxBZYm6X2zUngUIf7Q6yoZ8UgkloxtqvJQobPZbRSo/aVKvdKwXOdCaSXNrmXkoMNnstAT40WthmOiZHg7B27hm/dO6lwRCiVFfMF9GEABpxrUyrD7eq614O0OGyG20di2mcYIB3adWBsIxGCI7Eyt5wNmGtayNapd6SlnxNm6G0nkwOl3lwYQKlvsVW02zuvNVMGDLwmOFNiwDOFDY3G6G5vWpiAbogdapgEmy+LFpUbyZLO2Vg2uEqaln3PabVPkcEaM2+HBr1UTdFiMZaNBaNK4I0WIxoiMFWvz1Ti70WPDTvKI98JjnaKRUjeC1IA4MMm3OS7sWqa+L7TvstTKwOYFOA47Te1QJSC/bNkwZ9xWY8y1jMdltXKTYHl7H5zv1CLnuDWjGSg6G4OacRBRZHhte3fCn4EI2oDTceO7BEiOdZDWk1USaEUAg0MRxpfvUUaO+ZMSKxtqllQt1hLDpZn3bupRvedmsyH5nwSXx9mtQ/z0f0yb905H3h7P1Dwh/U/mNO+NHc2gFltnPgEw0N0C219quKiLIrQ5hxgpsTwbEDW1rqjexQo0u3RHsFlwzlBgEcBt20dyhWhFLbQtWoVBTkUKJLi1EhV1O6E2ExsdrWCyBoHcmUEY34jCoOO5RIEWth4oaJkCDWw3dwx4TSA57C2/fC0KMRbLy67MnhuyLTRRBHhmG90TEdymCW8VaC5hNb6UTf+mU0S1fixcaEzEe1sf1rWLkTXTU2HwfSbatVTJuTiWI7d1WTLQyfWu+6bG8MRqhuKGFdgmJh8M6FZ1L82IDBHgwxV7m3KFBmBZiCt1d9eOeDH6HHrUtrTkVnQb8VqyF454SdbmMYbWtOHB474MfocxWrmnOjCMKHCDri8EfdWK2orr3uTNDfYjQ9jXEVoegsjU9M0v8Amh/1ONoUEGtgU7F4uwUh2bNFEgNlNFYXVtWSR8ld4Pv925Q3zUPQ4xxt3MHg/Q4bnw2v1VM14wzpjNDWPcLN+PGnzkzZMJt8PswQXy1NGhndpcnS8c3vbeW7q0KWEOPBzby0OLZloRuNKf8AKsMNpzr3O3cBgytLRcKgnGFCgDGBqjulFrrwbiplkUt0EnUX49LM+7d1KN7zs1mQ/M+CS+Ps1qH+ejpL1lcLlWVwOeFlkv8A3AtHixBoW6L6psaA61DdiOAShi+XOaisRpiEx+4XLLJf+4Fahva8brTXBR0RgO+VVpqMMQS77WhmjsGizL7LK0xKoxIuiOaxozuNFlcLlVqDEZEbutNVbjPaxm64oFpqDnwPZDiMc9lzgDiwat7W8JVWkEbyEWYJDSbNwVGsjP36BXwY/IPumxWGrHC0CrLI0NztwOGmm/dOR94ez9Q8If1P5j/Rcz7t3Uo3vOzWZD8z4JL4+zWof56OkfDfsXgtK8nNuaP3MqvETEs6sst03FdOD+33qWl7duzGx8TlA4XdeCr7/LO7VGmBNFtsl1CyvanwmvsWW2q0qor3xrdoUoAvEJGovsuLcbjuIOiRobXHNjRfFmG6FTYMJvwzjz6Tm9uCXH7+xaI+jWNbU7ye+I8w5OGbvzdWKLw2lBiQXky8THXczqHvxR1FSfuWdWDwn7R/kmiFt0TYnc31onhGPGMd15snEmx4MeNqfROdX+uKKWeZaCXuhgklgWqlYHMCgQZaK2DLNuc1HxeNE0bNbxKJJzddHg5zjI0s37pyPvD2fqHhD+p/Maa7BfpdW4N4SqtII3sF2HVOA4SqOm4FfbCDWTUEuOIWxpjokWG2mOrqLK4HPCOgRocSmOy6ukvVBGhk+0MGriNbwlZXA54VmDHhPduNdp6uIA31SJMwWncLwsrgc8K5XeY1OJeUmYLeF4WVwOeEHQ3BzTiIOmmfdu6lG952azIfmfBJfH2a1D/PR0w9+Pn/AM4II/3ewqFLtl7bm1vLqZ6ryMNgG41lVCe/ZVc48hUX2So/u+3A+akgXhztE1J1TSqOhxeOB3IS8+xrXE0Dxdfv4Y7Y4eS4ggNCpJSD37956lLw56X0EF2p1JFeVWW/5jw3ixqWaM7bR4Tgk4Y2RtdigjcijqKk/cs6sHhCNunrJTLDwyLDxVxFUssjAeyhK+EoOgxDcDiUPfijqKhQ5eVAY1ga11jGONNtUayt9bGDyrqxPRhjGVMeEZgWTG2I3amulm/dOR94ez9Q8If1P5jTeEXk43A9eCG0YnRL+QqXbJzLoVAK3kWrlCk/HohiRaUIiOpeVDMWatQbWqrEtVHGnx4mbEN0p05PxHMhm5gb2byhxJCapDrqw7c7VNn/AGyoVd13Xg8GsJNkUPz7lKu3HEIFz4zid8LUxY44wpUCtm0UHyc7fjAqWrxLwi2xMi4HdwzkCI9zW1c/U8PetlH4bQ+ydGhRIjqts0cvHLbokvFdf/8AlMiwnWmOFQUPBkgb60iOCMIvLy0MaXHPeFAimJGbEewOxii/6ZMv0SG6+G5QoLnECK0VIV7o5+IfZQ48OLGNjMaJ8WKaMaKkp3ibjLSzc9afNSbY8SJGvudUkUzp8eXnSytNReKKDDiTr3GLiIiOWp8JcsRyiifjiK8RA4EXqDHivi1e2tAQtREjt4wo0KG51GQrIOdNm/B7rTDWrAexaBPs0CLitZu7DMaE4ggVu3M6gOJq5osHiUaMNkBRvCokxFc4mO6tD14PFpOIW2Nm4bu4oEX12BykKEi8nqwvhaI7QgKWK3bHA90JxY60BUGiJiOJcZapJ4Fo8Z8TZWaNVz44+IfZCBDc5wrWp00z7t3Uo3vOzWZD8z4JL4+zWof56Om3tFhnqwSzd15PyUvEfLwnRHNqXObVUaABvKz++IOtRYcSYhNiWTqS6/Eor5l9hpZQXE51MRpaJouhNtFtCE9kexBiDFqtkrUWYhgcNUXyrCNEcA374HHcCjxIsJjyHANLm1orl4OfmDj2IuYKmE63xKEy0NGhtsubwZ0YkZ4YwYyV4yWkS0DFX5KKGCrmascShw6+VhakjqUWITqyLLOFW3DVRja4syfJAuEVu7iOCUl5Yh0wDQkZlB972FQaeoOrC6a8JPbMRSagYxw6ab905H3h7Ndv/Q/CH9T+Y009o0RkPVDZGm6tutn9gqocKA2ILL7WqCa3cFFKg5rOCV8HtOpGy4+5NY+JDgsAo0F1FlTeQqZiwXh7Cy4hQBGjw2EWrnO/cVqXview37qSiQWvDW0Gq3qlSjd9x6lSFLxj7VAocASZFs0qH1p8lKMGcuPV91eaAZypNslqojHAF7eHDPR4zXuFXsFnh7l5OVc72n0UR+gGEGmmOtU+DGFWOUzJAgh17Hbm+tGjD/ERcdfRG4nD1ngKA10ermQ2gtDTWtEfCBYWS8IUbVMixQ4shAVpwd68nLRHe06ifD8WMMNbW1ar2KB4LgG7G/8AOBMgwRRjRhkom4XdmCnrPAUCDoMVzmNocVEGtkia/wC53Ka9hN9so1AbHGxf91FkpmuiwMVdzcwPhv2LhQqckn42GvYexSshC2TjaPDiHaocJuxY0NTog212pYN9TM1MZRFFttrHTH81CGeGSxeD2n8vGGJ+ejgpuxAFf/8A4w+YWgvhxXRLRN1KLUyZP9TuUKKWlhe0OsnNppn3bupRvedmsyH5nwSXx9mtQ/z0dMJ1zn2qgluYkYIbdF0MsNxpVQoINQxobXAZ3RnHVFwZTOd9RI/jTmh7rVmzVaqPG+Si2S+Jogsm3uIulY9hvquFaLyk02m81WoTS6J678eBzfWFE6E97Xuc+1UYIQMUw7BrirXBospE0B+5S7uQ8anS5g3EIMBtlg+eDRpSM+ViH1MSa+dm4kyG4mn/AJVBcFotp0KN6zc6sv8ACcQs3KH7q0wF8X13J0BzrOcO3CgyHOiw24eUKhujTxsA30iFRoLH2C9tmqEF7g51SSRppv3TkfeHs/R7tZ8If1P5jTTL45iBrCKWTu1WplmO9vVdakdChMhtqa2W03MEmd2z24HWsebmKNHmJiI5r3VDR91AlpJhMd2y1VeBRILfRh041DmZjRCXV1NaDGtRKwviFrrUENa1jaXACnoFeDmnFU9YWohQ28DcEiMVbQryK1FaYkIekw1VJYFs1S/RNlxYfCRjMa/VHZCvpLUtaOAYLZviu2Dd1RpyZe7xiJqoYOdeJzF0eFirnCh++HUVCf4sC6yDe4oNYA1oxAJzYrQ5oGI+wtRDY3gGCPouNwo3kHZgMsyMHRx6IwS5/f2KGT6oUP3o6ipciDDrobb7O8rlNewoe+52DwhMs2u8cru7C2I42YUbHx3damJ52wZseofLBFgwoge2GTZJuDQqzc2Sf2ivWp2VdjY6vYV4NZvt/lhhxH3MiU+Ys4JSSh3ve61T5DtUdjcTWBql3uhQy82qkt/cVcKaeZ927qUb3nZrMh+Z8El8fZrUP89H9Mm/dOR94ezWr/0bwh/U/mNKaY1G0eGYb3Pz4IIlmBzmu3aJv/TqGPW/Fi402YjPaIw9K0LuRMdMzYdB9IWrVUyd8Hmkw3GMVVYEuGn1rK8anX6LNcNad6mIcBpdENKAcIUvDe2y4NvGCWm4bRoLRqnV4VBiyzbUSCTd+cCv8HX+7cocOJJBkE7J1hwpxqTMu0Gw42r8VafbAJjwfSDMA1oLgd9M0UgxKaojdwTMzKy+jQo1c1d/Mv8At/03J752AITq6kUIryp014WbRrTdD3d7gwNn/BoOi1q5rd3dUBrWBse017mVxXd6Y04wAMDPCMlC0W68C/NRf9v+m5RPHJYQoYFxskX8aEaA6xMt5CtCiR7LN239r1brokc437nBghsgWbTX11Shw61stAqnQ4V8QEOaFDgGQJ0NobUscmNbIC854blGgQyA54uqvFvE9EYDcbJPzC0AQPF4TrnGyW3caEJl5xudunDDiQGF8SGcQzgpjHikV2reoogmkUtNk76eY1NHiG+mYYHTcGz4vErbv/M6lpqVgPi2GilGl14JXk5bQvgp/JaPPzJLKbXbr3ICtmK3YOWhCHCjBuJ5I+6M94TcHTGZu4o8DO9tBwoSviJcGk0NknqVG+D7/duWiaH/AInQ62P3UxJzp+Fob7V1RSo4NLM+7d1KN7zs1mQ/M+CS+Ps1qUjnYmySeOh/TI26+jAoNcbqu+f6h4Q/qfzH+i5n3bupRvedmsyH5nwSXx9mtCM3ZQb+JMJPlWal/wB/0uDIS5qGGh9ruTIbNi0UH6hNsPp2uuv+i5px/wDG7qT3etEOsyH5nwSXx9mtEG8FeMS4LpZ2bsK0WXdUZxnH6SZaTNqZNxI9HvRjzA/xD+iPMLv0GWn2jUnZfnAmvYatcKg/6KZKMviRTUje/wCVBg52i/h1mQ/M+CS+Ps1steA5pxgrxjwTEPsVv71ofhGWc14xlt3yKqYxbvFhWU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32WU9B32QIxYXRIrg1jcZKynoO+yynoO+yynoO+yynoO+yynoO+yynoO+yynoO+yynoO+yynoO+yynoO+yynoO+yynoO+yynoO+yynoO+y8nokU7zada0OThaDBONw//AEtEf5SP625wfqT4L8+I7hTvB/hHUtB1Ljm7ld/oi3FNXnYszuTvCc7u6ga1IfmfBJfH2a7SNDY8fuFVUyw4nELJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77rJ+m77qJ4pCsRsbdUUZWLtsHFX1cMzxfyChRY0G1ENam0d1ZP03fdZP03fdZP03fdZP03fdZP03fdZP03fdZP03fdZP03fdZP03fdZP03fdZP03fdZP03fdZP03fdaiWh8d/Wrv1SjtTFbsXrQZqHokvm7irowhu9WJqVVpBG9/oTy0aHD9p1EWSLTFiesRcvG/CpdffYOM/YIACgGtSH5nwSXx9n6DD8IS41Djqhv5+VMiwjVjxUYJr2e1Q95x6/9CFsRoc05iqw7cE/tNyum/p96yz6Xess+l3rLPpd6yz6Xess+l3rLPpd6yz6Xess+l3rLPpd6yz6Xess+l3qbl7ZLWNcOGjhfpJqE6KWWa30riWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvWWfS71ln0u9ZZ9LvXlZh7vZbRVgwha9Y3nXJD8z4JL4+z9BiQX4nDHuKL4NmbnAmxw5xgm6eoh7Z/0lP/F/LSeEHe3/AC/0DIfmfBJfH2foUPwhL3PYRap8iocduM3OG4VN+6d1J3vD2f6Sn/i/lpJ5+bv/ANAyH5nwSXx9n6E5jxVrhQhPk4x8hFNx6ipz3L+pRPenqH+kp/4v5aScccep7f8AQMh+Z8El8fZ+h6LDHlYN/CFHtny0OGWv37saje87NfLnuDWjGSoLJB/kw6nt/wCgp/4v5YXcCmuFvb/oGQ/M+CS+Ps/RHPhj/DR2kU3txTHtjXi1h0aL6rfugY7rEDMMygttBsOE4Eucdy9Ul2OjHd2IX+HhiG3eb91UxyOMK1FmnDjVuavv1Lt0frs+049V/LDFI9UqYP7h/oGQ/M+CS+Ps/RHQ/wDMGqYd9TGjw3w6uFLQprlIjrUT1G41ZheRgb33VXeUfunA98SISCa0C8nDHDha+Ga2RsUyXnGaEW6m0BdyIOY4OacRH65PDdt/yGGMT6h6lMe3/oGQ/M+CS+Ps/T7cw+zuDOUYciwwoe7n5VamDoj/AJKg1jyjb90Y1alH24edvcqTUJ7HftvCAhR2Wj6JuP6Le4cq2TeVbJvKrvMpgYq2vvhmfdu6lG952f6BkPzPgkvj7P07RYl5xNbulPmpwktzBWWAAb2uFmhNixsWJNmZwWSL2M+/6JFIx2SnuMQtodxbeeatvPNU2M2p7fMt53/4wzPu3dSje87P0CVhQ4jmhwzFZZ8yss+ZWWfMp8UzZIaK0qU0xHFxtEVPnkh+Z8El8fZ+muiRHBrG3klGI+vi7MQ3lQXDXXTEs4262qZ+JERduh3O39/9Ei+wVG9rDOfB2+ZSrvWs/bDM+7d1KN7zs8wGiap5xMGNCLBdUH5a/JfmfSTHspvtnWRAcSfWcMTUC01BzjzKQ/M+CS+Ps/TDFjvst61YYDDlWn8qgyGLtfmGDY2T164YkZwawYyVlLeQrKW8hWUt5CspbyFZS3kKylvIVlLeQrKW8hWUt5CspbyFZS3kKylvIVlLeQrKW8hWUt5CspbyFZS3kKylvIVlLeQrKW8hWUt5CspbyFZS3kKiATDalpzFRRGiWSStvHIVt45CpnxmIGWrNPmspbyFZS3kKylvIUIkF4ew5xr0hF9n5OwxvYKmPbGv0Grju2Le0ozfhCpDrwD6XcvGJXVSxxj7rRIJ4RnGvS0SBBfEsj0W1RbDlmOcMYDHGiyL6TlkX0nJ0q+XAe8UshhtJrYzCx1omh1jxLwdqohuc9vUEWxT5c+kPRXis6DoGY7m+N5BzCC03gjzGQ/M+CS+Ps83EBzzXEXDE1Ag1B8zdEeaNaKlGJEq2A3ENxBrBRo12EYbqNpyqmxiZ24JqJmsnr1yXkIWycbR7EKscfiK2s84razzitrPOK2s84razzitrPOK2s84razzitrPOK2s84razzitrPOK2s84razzitrPOK2s84razzitrPOK2s84razzitrPOK2s84razzitrPOK2s84razzitrPOK2s84razzinBjCHUuNoqYlH4xqx1HXpSIM1odSDt0VwPG60qZH7hr2hw9VMHEPV4V43P1cXGoa7PwrxeQ1UTO4CvItAmQNFpiOJ68bkT5H0m7ncrcO5w2TNzXp38z4Yf56OseJeDaurc54zp0WK4W6ap/2WiwIf+FYbxTHwlA/8sK8XmgXS5/KhNiQ3BzHXgjzCQ/M+CS+Ps1+VgteWtcO1ZZ8llnyUsNHLi4g3XZ8Jc8hrRjJXivgwGznfu/YLQY8QeMvxGt/EEIUcaLKE3dyEWA8OafMIkV2xYLRovKCJD4RVaFKxbRe7VXZlDbnpU6YBtDEOZMiYqq/TQuFQZuRui2A5zBnuzKw7UxgtBloztEfd5NxFVCZHfbigao605zjRoFSVMT0QXA6n84NZ0OFfHPRTIkyHuhxbyHH8vTYkJ1pp1vRIvEN1On22wxpzYgqjUxRsm6xDjYobzaPHj16G71YnYpV3+23qwUU2PZ7ddMGBqpk9FeNz1XRDeGu6yvE/B9STcXBVOqjHG5GZlLowvLRn714vNXRsVT6S8c8HuLRnA9HuRECNaIzUYFj/APWsf/rWP/1rH/61j/8AWsf/AK1j/wDWsf8A61j/APWsf/rWP/1rH/61M29lS/lw/wCE2+6zi3N9Y/8A1rH/AOtY/wD1rH/61j/9ax/+teK6MXWrjQAfMJz3uv8ASerqw5Vn5yrQGMGh7m6vGZOpg5xucKoce5nYVoUar5Z35UJsWC60x2I6/IfmfBJfH2a/I/D/ACwyZz4DEjuoOtUb5KUafzhK8WkG24+c4706YjRaTJvAKMl4XZvWndv3XjMg4vgZxvb6vlTz1kruesldz1kruesldz1kruesldz1kruesldz1kruesldz1kruesldz1kruesldz05rpQlrhQ6tUjNrCO7mVbJp7WmoNVF3NxR56cJ0U0sNPCFC4+tNl4d74hxJ0pH1L2m6vVpAwtLjjuUEw903bigt3GALx+V1Jrq6dajzMS97Rdx63oTTq413FnUOGdljdw6xocK+OeivHvCRrEN7GHHVOl5+GxsN+JwzKy7Vyz/n3psSE60x2fWdEi8Q3U6anXWJZv5QIQ4MFvigu303wh4MdWDju9HuVptzxsm7mnbFGOGfkVBeTqgLLuEa7H/bQ/NQP21HzwzrM/frhl5Q1mMRPq968anL4pvoc2+V4n4PrQ7J273Kg1UQ7J2HR5fUxx0l4tOXRcQcc+8V43IVbS8tGZWXamOMbdcnPzPhZ+ejpSXGgGdeKyNdC9J273IucfadncVbiVhyrfzlTYcJtlowUN4XjchsBsm7ncix41Wducb6ofKSz/AJ96EWA60w69IfmfBJfH2a/I/D/LDKE4r+xUOrjHEwdq8c8JvswcYGK7sCEl4JZRuK025B79XH3dzgwUiCjxieMYQgzQ0SWOI/b7ITngpwrjshaBNsbDj4q0pXvWxHItiORbEci2I5FsRyLYjkWxHItiORbEci2I5FsRyLYjkWxHIoD4RLWYtTdemOPlRmvCLY90Ol1+kqTQLQPB7CTuhCNN0ix8dMwUThHWoVb3kXNXj818FetOmoF0wwVNPSRDzV7Mac92ILQ4rQCcRCENwtQ27LiQlMYLwGneOBzHirXChCfLw30iMOpOJCTn73m5rjj1rdgwOzv1ixDvjnorx/wjfFdfDYcZO6vGJm6APygQbDaIb2CjCE7wd4VbqMQcfQVl2rln7mff4U2JCdaac+nMSKeAbqdNThsSrPygTZSSbYlm/lSjLlloHG7PVWXeUlX9LvTfCHgx1YOf9u8Vabc8bJu5pnw3YnCimJOJjxjhGPXZhnrMIUeH6sSvKO7DPs9r+Wt+KyJtRjc5wzbw314xN00XHf6K8Ukdq9J273Kyy952Tt3S6JCo2OOkvFZ+oeLg53UV41Iaki8tbm4FYiUbHGbd1uc/M+Fn56OkLnkBoxkrxaUugDGd3hX5V5WjzNWS4xAdiDIYstGIaXxzwfdS9zRmRhRmi36TO0K0zVyzzy96EWA6rerXZD8z4JL4+zX5H4f5YYMGX8o9lQbPEvHPCr7UQ32Tff2lWYfkpUH84VYgt4XZzpDDjNDmFGNKkvl84+6twvJTQx968V8JA2cz9z7hBzCC04iNcfBiYjn3E6VmtjmOl0CX1MEbJ3arEBvC7OcDG+tETZidHk/QYfS7ldgmII2NXAJkrLbCt57VJ6AKWWU5FFmn436lqDy1tsYjS/DCd64aexGObocGjvtrMWKNnSjeFaK7ZRTXi09iHfHPRXj3hLVRXXw4Zxk7pXjM3XQeveCDWABoxAYL9TFGxeneD/CjToWY+orETVyz76jPvhNfDdaacR0piRTwDdTpqcdocrD/ACgTZWTbocqz8qVocIcJ3cBhxm2mlf8AklYnS703wh4MdWAcY9XeKtMucNk3c00KZGwdqj1HXp2V/Lj34ZtvrW/vrXing/VPNxe3qC0eZpouOpxMXi0pdAGM/dWIQvzuznT2mUbHGI7vCvFJ+os3BxzLxqSuiDVFresLQo2pjjpa1HdBlXOtHOwlZF9JyyL6TlDmI8u5m7qSBiwl8Rwa0YyVoUDUSzTefuqAX5hncV4zOVEHMN3gQa0UaMQGn8b8H6l7by0diMCYA0TO3d4Fo0DVy7t3PvFCLBPCM41yQ/M+CS+Ps1+R+H+SL4jg1oxkoy3g8EQ87t37Bf8AlnCPzgQmZ8kQszd3uQZDaGtGIDT+M+DSWvF9gdi8Wn22I+Y4r1Q+VlXH84CtEguqOrXLLrnjYu3FoE20lmbuQew1acD6YzqU1/pRdUcNIjWuG4RXSTDIFS9zy2gVMcZ2zcpYQWEspQu3EyFD2LBQaSUP7R/JRpY4nig4tZl5CGbhe7h/4TWtuaBQafRYrNFYTbbXOgZskjHTsWhOihpZdZDTctv6Dvstv6Dvstv6DvsoroTw58JtbVLwny0VoiM9CvoFDRMbzapuaWHMC9jdSRuKFCa0QoDbgxqZCc4MrvVJW39B32W39B32W39B32Xi+iB9vMQQo0NmrhVsua70gosy0WIV4A7NNbGyhGvEoROyZqDxa6w+jF7RTrw7zv8A8ayZLwfV1bi9ufeCMaORolL3H0VoMDUSzTefuhDgi7Od3WfVjDYuXik/UNFwJ9HuXjUndFx0b6W+EIEzdHxA+t3686JFdZYM6strDlWH840GMF/otzleNz9bHot3e5UFw1nxqS1MYXkDOjLTYGi4iD6S8ZlKmBn+xWiQ7nek3c1uQ/M+CS+Ps1+UecTWg/NVd5KVB/OErxPwUy1ExFwvv7SvGJ7ykY32TfTWrbNRH9bd4UZLwsyrMVp1/wDyvG/Bj7UHHTHd2hU2EbOzW9BlxamD0Vo089xcc1UGsFGjBBhjOaqHCGJjQ3TujMhNEV2N2nlODtUDxW+IHCv5waw+K/YsFSpiei7JxoNYAjQ2vAxVUUNFAK3KdZMMttBeaVp6Syfpu+6yfpu+6yfpu+68JD/b+6eY0Nry191RvaYteAWnGCpRsFgY2/FxKUa69rgAeVZP03fdZP03fdZP03fdQIcBtll11VMMiNDmmtxQZCaGtGYaZzHYnChUxJRM/WNdk5pmNppyXhNe3E4VGCUd61jrpp714l4PqWm4uHpdydFiuFumqf2BWW1hyrD+caEOC2jRrdHXRBsX7i8VnQdDzHc7l4xKU0XHd6a8XnDSKLg45+/XDEimjQqmsOVZ+cqEKEBb9FnaV434Qvre1pz92uaPK6mYF93pd68VnR5bY6r0kJuSJ0PPvbx3laZqYg2TNzWpD8z4JL4+zXrDfKTHq7nCjPeF4lGY6G7/AIXing1liALicV3YFUaqMcb9csRm8BzhWX+VlT+cRXjngt9mLjLRdf2FeLz3k4wutG6vDrXjBiNgRB6RxOVkO0TcqFajssOrgk4e+3r1+XpmZX5rxqKPKxdjvN1iHKw9nFN/AocL1Rfw6zH41PfH/LSeE/Y+6i+32aeU4+xSXw/y0kDiUfj1iBNtxOvPagRiOuPOeGQ9QN1gsHiwSUb8uOmLnGgGMleKSFdCzn1u5OfEdqvSfu7wVXVhyrPzlTYcJtGjXbMTZDYu3F4vNCsE/lQvGJUjRcdRievFZ254uDj1HWjEjG7rWiRaslm4ghBgBuieizc4V434Q1TzeGnt17RYOpmB0l4pP3RdjV2feK8ckCQ0Yx6vcrtTGbsmazIfmfBJfH2a74r4M1cQ3Wx2Lxrwi7RJg3huO9WonkpUH84UIcFtB168WRGhzTjBRmfB5Jh527ncv/FOAfnChLeEATDzO3O5B8Nwc04iNPEfBZokQC5qEWfZFod0UQdLtAHzwy1d0YbOzjHEwdqMUB0OEBaAbqa9pT/K0eMxCfJxjq4exrubmsysA4iGtPKgBcBrESYxwYOx7PvrUbjUWLCmA224lZZ1rLOtZZ1qcL4geXwzi4FF9vs08px9ihxIcUMLRS9ZZ1rLOtZZ1qHHixw+zeo/HrBcNlD1ShgnVQ9QdciQ3YntLVNSj9k02qfI9mCXieq+zyjuUB/rMB+WkL4hDWi8krxWTqIGff3yi5xvznO4rRY1WSrcSbDhtstGIa/ocUcB3FoUcWoDvyoQjy7holLnetwrxSeqCLg45uHWLcU8A3Vo8ybMuMQ+yECVAMbEAPRXjU9qoxvAObzC03UxxidurxPwhUOFwc7tXjng8ltm8gej3Ky7UzAxt3d8axIfmfBJfH2a26JGcGsGMlGWkQWQPSO7wow4NIs2cZ3F414TJvxMQDRQDMPMdHkfJxhfZF1V4n4VZZiYg43X9hVpvlZVx/OAq3BdwjONO+G/E4UUaWiXOBwyp3S3AaY0YsQaNHcal78DZiGPIxb6dYUKfleEpsaFiOMbh1htMTOxusRKHVv1DU0nZxNUdaizEpTVYjULZ/Nq2fzatn82rZ/NqLXOqDcb2pzY1A5zq0GngulwDYrnWz+bVs/m1bP5tWz+bVs/m1GYm6XjHXHrBa68EUKjQi22ytHDtVqA+u63ONcZExQ43b34Hn1HB3Z2qWO4KchwuiRXBrG4yVoEtqZYflSt1x5XlF0y+kNl9kdSDWCjRiA0tKiumvIGmMOMKjqUWFs4IeWkdqbFguFv0X9hXik/UAXBx9Hu01qJsvRburxqd2nM3d7l4tJ00TFd6KjR4otRGEUJ8yiRHXRITS4OHUhLzR1GJr9xeOeD9S4aotb2IQ4tGzIzetp5D8z4JL4+zWrcY3+i0YytFmDoUo3F3fdCR8Ds3rYz/m6hGmPKR8e8PNL9TFGJ68U8JMtwDcDju7QhO+CX2oeOgvQa7UR/V3eDTOiRHWWDGUY0pD0Onpdpwyj9wt69LEhenjZwp8vFF7bqHcVRV0u/GN3vTYsJ1pjsR0piRnhjBnKMHwe10OHndn7kHwovlhfuJ8KPfEh+lujTwpRu1wtl2/o8Cas2mOucN38CEz4LeQcYbXqWg+ERocQXW6de4gWmoOfWocw3HCNDwFQI2ctv4c6mm/7ZKez1H4CTmWgw9RAbfTtKDWDV5hndvrxueqIOYetwbynAMQ++l8SkK2sTnDdVYs15Q/tqmwJw2oBz4+MK7CJaV292cZlok3MUiHNsk207RJY8ncU2Iw1a4VGln4cVtppt/wAlVtYkq8/nGhEhEW/RdubxQkJm8Vsj9ukMUi0cQG+vHJ01Zmbu9y8Vkts2JLc28EY0xfHI5qmeEeZTPundSiNddEEU2X7lwXifhAUaNi7c7l45Jal7dUQOsJzYo8rDpUjPppD8z4JL4+zWTDheUmNzM3hRn/DMS71XZ/zcWgSjdClW4+/7KkMVedk84zgqcSoYwcf23rZPHwqkGM1x3M/mJhxm2m9Stw/KypK8Z8HO0OYF5bivXi3hHURBdbPbpYFNhaNeHN2pmg7CmGA/S2o7seJoxlPmpaGWNN5aVusOMbiu8pLOzfmdMjQ9i8VwOO8oYhN0WYLRXcBWi+EoxbuMz8QzIsk4Floxk3q1oobBrQknsRaw2nu2T93TRYzvQFVGm4l74hoD1/o76Y2atNZGBiQRdvhWmkF3rDZBf+WV+XcvJOo/Ow49ZiQXYniimZCLsmm0Ooog4ipyXdjHYaYR4QkRn1YGYrxzwjWwbw0+l3IACgCnfzPpIj/VaSosWLDdEiPzraH8qDBBc17TUElQC7GBZ5MMSajsL7zZG4tofyp8EwH34jXEU5h9B12lnfj/AJIsiNtMOMJ0SVNYD7uDhXjUxtz8Vc2kdDiCrXXFRJWAXFkXYkDGtEi0dHPRTuBTPCMBJxBbaeaVth5pW2HmlbYeaVth5pTXsNWuFQcFiM+jsdKLbDzStsPNK2w80rbDzSnaA+1Zx3YZn3ZTveHsViJc8bF+4h4LNTaN2+OHcTYUPHjc7dOmkPzPgkvj7NPU4l4r4Lq55u0Qdn3WjTZEWbN7W/nWtHmX2ZdppQdiEOC0NYM2B0WKaNCfofk5cZsyiQZqFWO3FUqnizEJXwcN41NwKEv4SBczM/8AMaDmmrTeDpIcvKUq4DNjK2v5NW1/JqMSMLLBno1Qor6WnC+mCLGh0tNpSvChEgi0w4jRq2v5NW1/Jqiy81SrGnNiNcBa4VBzFeNeDCbsbAtDjgQpwYihLzrS6B6J+yD4Tg5hzjC6FF2JWq8pLk3H8xIPYbjghu3HKXf6zAcJc7ELyokedithwG+s6l2YLQWxZYQiKWahOmfBUURYOcNNafdaGYdHHOoEN+yAqeO/BMWNlYNFSG1rX+vnTSHaIcZqFMGBDbCLRRzGplPWNdPClGnHq3diZCbHuaKbArb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HLb+g5bf0HIgxrj+xyiyr6RIEW4Vz0xLR/Br3XejnWgz7dDfirS7jWj+Dn2H4wAbuJaB4UY4EenS/jQfDcHNOIjWIE/DGpcdV2/JNew1a4VBT2+jFJ6Qr16ad/M+kj+w7qUW2xp1ecby2pnNUwWw2A03N9Q+E9eGbttDsWMcK2pnNUTyTNifRUf2tLO/H/AC1p3ApnhGCP7B6lEdHhB7g+iyccpTJcQxoPq8SyccpQfAhBjrYFaqW9gYIUOIKsdSoWTt5SjEgwQ19oX1UCJEgAvc281KyccpU1xduGZ9go+8PZrMh+Z8El8fZpjFjODWDOjAlQYcsMZ+/2Xi8iNFmjc5/51KZnfCDiY1guDfuj7w4YclCOoYb+HOU2FCFGNxKH4Ql7r9VwpsxBOriijBuFGZi7bFxcCdDfj9F24VEkY2yZse0aSU+HrwxOEdal+DtwR/h/kFL/ABfyOGe+P+Wkm2QnWXgucOVGR8Ms3rZzfm6tFgHRZV35f91ahG/O04xhimM202lLO6nRCdQ7EMETevUMZ2EtwzLv22eW5MmZh76OrRrVsYnOWieDZh4iDE1x7U2DNQhavFHjYnSRYcR5ayFjpjKoJWGfaFpeFJKHsSx4aOA3Jkm2DojXPqSPR09uYg2n0pWpCyfpu+6yfpu+6lWQIdlr9leTnW0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33W0dN33UKXazyJpVtSto6bltHTchEgwrLxiNonB5RtH5njGrvKy3y7lYeKRNw7IcCMSXdokvnGbjCsg6HG9Q9mniQhs9kzhTpWJtkHF7Kk5tv5ZPegRiOlnfzPpI/sO6lG952YJjg7VD4T14Zzi7cEX2So/taWd+P+WtO4FM8IwR/YPUo3vOzAzi/jgHvApb2BggcWB3tBS3s4Jvi7cMz7BR94ezWZD8z4JL4+zTMdNFzpQnU2c27xoSPgaGWs9YZ0HvpEmPW3OBTXuyj7w4CdxRY8tA0Z7tkbBdTkWQ/ScnwokhVjhQ+SchDEJ73MNdDoepZB9FyyH6TlAix4WgxXvbUWSN7SSnw9eGJwjrUvwduCP8P8gpf4v5HDPfH/AC0k18XWqRBRwxPGMLQJtuiypxd32Q/6RaYN3c7sMEQ2OcypLqBCzL+TaMdgoPcADiuTmnERRTMu7Hsuw9mGYAxgWuQqEM7CWnlwaFGLi+lSGitFJRZV1Q6wSePSeEKnUNBJPAUGOly2ETS3a7FORmbDVGvGhS6HGP8ALv1qS/M+GjntB3yttZzlqSDwYNU9oO+VtrOctS4Hg8wqcS21nOW2M52HbGc5baznaSBxaa9aLJnQomOmbuWgeEmO9rP3rxiQe1rt7EfshL+FGOIHp5+9CJBeHsOcaaHPQR5KIdUOsJsxCvDSHg7xUA52iweLSzv5n0kf2D1KN7zswTHB2qHwnrwznF24InslR/aGlnfj/lrTuBTPCMEf2HdSe6WmNCaHUItELLum5NljH8uf8yp3Fl3TcrcxM6Iy1SlolS3sDAyHCdYe4Ch3Fl3TcjEjzOiMritFQ4kKbsMcLhaNyy7puU1XewzPsFH3h1mQ/M+CS+Ps0zoMZtWlWJdtN05zgiSkGj4jhR/7UfeHA7gUzwtwzfxdeGR+D+R0kFsE2YhDbJ31lf1Csr+oU501MW4V1Rbqpfg7cEf4f5BQ3y0xYgmtBbpnWV/UKyv6hUy2KaxA1wcd+0NJNfF14DDitDmHMU4QBjxk6R8N2JwoVElI1xrdgY83Q4hv48Ja68G4p1Wl8nF/OVW5eI14+YUSaglhhuFXWnUs0CMX0YQx76L3mjReSnQmVa70bXpYJxs81zYcW003b6MOS0SK0nU1bejb2597t7eUo8Y6dutSX5nwzbHvLaFzqjhW3v5FNNzXYJqE95be41CyiJyKahg3NBHz08WHLy4eGEjESVkXQcsi6DlkXQcgYsqGjfBCa7dFdJ8YUKKYzwXtDqUTYrIrnEvs0I4VLe7b1KY9lCM6K5pqRQBRI7Yz3FtLiN9QOPrOGBxaxYjsDh1IxpB7nw84z8YzrQZ1gY/f7CjGkXl8LOPuEGP8lH9U4jwaV8F+fEdwqZ8DTepeQ4Q67u52qYlnYwbQHX2aWd/M+kijdaVEZFbENp1RZC2uPyD7qLBayMHOF1QPum+0cM0+KHkEkanhW1x+QfdEaHH5B91McI0s5Ec0uq57bvaW0P5VtD+VbQ/lW0P5VtD+VbQ/lW0P5VtD+VbQ/lRGgP5VM8IwR/YPUo3vOzAzi/jgHvApb2BggcWA+0FLezgm+LtwzHspvtnWZD8z4JL4+zWDLSZtRzcXD0e9TEeZFY5YSB6vej7w4HcCmeEYZv4uvDI/B/I6SU+HrwxOEdal+DtwR/h/kFL/ABfyOGe+P+Wkmvi69Yl5oDU4uQoPYatKtt2TL+JNtHysPUu++Ew4zA9hzFaL4OmDCduE9qDJubrCz6sn5IQoIuzndQ8HyZ8mDqnbvcoMfwfW3C2W6d9Q4mK20ORjNHlIV/FnUNzIbGv2LiBjwBsP/Kbm3caZE9Mal/DrMl+Z8M78X8sE3xduCb+LrwT3xfy0878X8tJL+0VC9kaQe2FK+7Ch+9HUVLe6b1KY9lD2ypj4f5BQPi/kcMDi1ouHk4vrDPwoQ5puiQMx+xRiyjxDjZx9whA8IMc+Fmdn4t1MiMva4WhpBPS10aFe6nWmRnUaIxo7j79LOfmfDR0xDrwrKIfKtQyVed4NKyaDzAsmg8wINYA1ozBaqIwcJV8xC5yLomgOcc+h1V0GG7ggryfg9h4WtCpKy0GEzeasYHwhVNl3C1CHFGhxfkcEy0tBBrjW1s5Fs5blC2yW5QtsluULbJblC2yW5QtsluULbJblCpD0F/s0Kd5NmLcUzwjBGAvJYepPhiXt1dXcWR9JCd0C8ejxUWR9JaEZexfWtVLhwoQwXYGRxDLrIBG+sj6S0Ey1i+taqHBErasClarI+kpl5aQDTDMeym+2dZkPzPgkvj7NP4rIm1GNznNzbw30I0wKxz0VM+wUfeHA7gUYRreqpSyFii81YovNUeadb0N9aXXrFF5qxReapKJBtWQWNv8Aa0kp8PXhicI61L8Hbgj/AA/yCl/i/kcM98f8tJNCTdZiWnZ8y2/pLb+ktv6S2/pLb+ktv6S2/pIsixA5pzFyEKZuY+/vwCNCvguzb24mxYRqx2LS2IZ8rFuG8N1W3jy0S87w3MLmuxOFCpmUdm1XYosb0gNTwp01ChxC1wNX7u6ph37gNZkvzPhnfi/lgm+LtwTfxdeCe+L+WnmIkvLudaJvs1FKrJfplZL9MrJfplMZGlnak3UZRMacYAGkHthSvuwofvR1FS3um9SmPZQ9sqY+H+QUD4v5HDA4tbmODtUObk4tI1+pxchQjeFbViHcGHOgAKAaXR4A8g45vQKgxs72gnSTjdy0OknRYmxarzYg+qFnWdXOW2FbYVe9Y1nWJbFXAaS03ZBWYh8szHv76jcaj09R3Ui+I54IdS5bOLyhbOLyhQWMLiH46rZxeULZxeULZxeUJ0NtaNBxp3ApnhHmUx7Kb7Z1mQ/M+CS+Ps03iciaxTc5zeoIRY18wejgmfYKPvDgdwKY0aEx9CKWgsmhc1ZNC5qmYToTTDFqjaXY1k0LmrJoXNUk2CxrG6g0HtaRsaHGDCBRZZ1rLOtUdNgjfqocGtqyMeCJAtWbWdUbN0G9VZZ1rLOtPjRIoeXNppJr4uvTlsOsU/txLJfqdyoQ6FHZe2ufeQrjZqUWPFxRhxqulnH8ITXw3BzHXgjAXxXBrBnKIlIVv9z7lojg0WRZqMQWpiuiN4bSDJ2AWn1m/ZWmzMKm+6iOgRGxYx2Nm8BCal9kc26EyFMwxDsmtwpVeKScF7SW6GK7iDYm2PNpw3NZkvzPhnfi/lgm+LtwTfxdeCe+L+XmA9sKV92FD96OoqW903qUx7KHtlTHw/yCgfF/I4YHFhfCEC1YNK2qLJfqdydD0LQyBa2VcD2Nl7QaaVt07Fkv1O5RPJ6GWb9cExwDrULhd16ey9oc05iqAUA0k/8AH/JMGYv7E3g8whgbF+pUfjUT2Sn+32YZb8z6SLxp3ApnhHmUx7KZvuOsyH5nwSXx9ml8SkL3nUuc3qCESLqpg9HDM+wUfeHA7gUzwjDN/F14ZH4P5eZR6fuUFsCzV9akhGHBaHvbjAasn6CyfoLJ+grM4zQ4bzTY0qpeJFh6JFitDq2alXyz+QJ7oYMtHoSLqV7FE9rBYiC7qVNslicWbuWR/U7kHRdRAGbMEJeXoG11bk2FKNo0ZznTTEudS9WY7oZ41dHfxXqtmJEO+FqITjw3J1mFZZnONNJhW6A6r1N9CVlL5h2MjN3oRJmZGiHd1ShyUaLokJ91NyunkvzPhmYkCVc+0SL2Eild5ZD9JymHxoTodqmyFMExHl5Zz7RNNQSKcSyAf2nqYjR4LodsZxS+vmFITC8hwNAocJkjVrBQVhOQhRZJwaHWtTCcoDHijmw2g8ijsYKuLbgtBhSRLa11UJyfAiSRDXerCcoLIjS119x4cMDiwzfxdeCf+P8AngnfzPgm+LtwR/h/kFL/ABfyOuT/AMf8k+EceNp3CjBjtskYbytkFnVzVcz5LFhvKzK8BX3HBCpiaa8ij8aieyVF4cMt+Z9JF407gUzwjzKY4O1QuF3XrMh+Z8El8fZpGy8BrgIgq546kXCVtxPWJxKnit/tLJPmsk+aiQjLWQ4UrVH3hwO4FM23NbeMZW2s5y21nOU04ubZ1V9d9baznLbWc5SJY4OGoxe15lH41K8amvYd/IaSJDaKxBqmcKbAmobHxoGxtD0Vkkv/AGwtSzQnbrE5jwXQq46XOVlhNrcOkDG7J/UrcSrYXWjoTaODrgFaiW3b1peWt0/avI2/iUWNGjNbZubDGycfsnOIvtKKG41EpTR2G9vrE4k7whM6qI86ivWrb73HYt3V/wBSnNjjaN3u08l+Z/0OBxYZv4uvBP8Ax/zwTv5nwTfF24I/w/yCl/i/kdcn/j/kqRIgLvVbeULMINa3Ec62S2a2SzrYhXYLyqMbVaiC5rd12pVZqYHAy9XQREO7E1S2pnNVWNEOMMTh2rQo4LXdaL9ADg/P3qLHiGw19caeWODhZN4UXhwQ6MtWlLfmdQYFitul+GLxp3ApnhHmUxwdqhcLuvWZD8z4JL4+zTH8/wAvDM+wUfeHBRXR4nItvfyLb38i29/ItvfyLb38ihxdFe6wbVPMo/GpXjUzU01Dv5BXxGDjW3Q+cFlEHnhZXL/3AvHPBs3BEWtpzWvHyVJyGQfWYq+MAcLSiHP0YeqGV61o0lDMDeQd6XpDC3RK6ncVBiTnsYA44zgtTIAJzjGrUKObJ3qrVxSRvCiDGCjRgbCZcIjgDvVQaNSxg5AnxYlfFYWbezBUFwGnkvzProgQj5WJuZgml0zZcReKYllfyWV/JZX8llfyWV/JZX8llfyWV/JRZGM6tdjrkDiwzfxdeCf+P+eCd/M+Cb4u3BH+H+QUv8X8jrYFLcZ2JqixhqDFJJoaY1qr1dpca1LUKQ9DYc7rlWZe6KdwXBeQgsZvgX6bQ47ajMc4WPRJZ5QfYAtCtW3ImVjEb2JOgR22bRx7mCBobC7Hi4lLfmdSrmsJbdfx4YvGncCmeEYZgtNDYK0bR7GqpSxXtWV/T71MsrcKYIznR7BbS+zWtVlf0+9RIFu0GgjcqncCiuMewWn1a1WV/T71GgW6hoI4dJMcHaoXC7r1mQ/M+CS+Ps0x/P8ALwzPsFH3hwOiRTRjcaxReasUXmrFF5qxReasUXmrFF5qEJlsOOK0MOiQaWy6l6a9jatdeDRqLnMo0Cpuai6BqwDTEFtfyatr+TVtfyatr+TVtfyanQGXxW422Qtr+TU6JEbRjcZo1NiRaW6kXYYo3a9SleNR4RiWKVdWlc6vmX81ZRE5Ft0b5LbZjnD7LZRz8Q+yMOFokePuW7mq0/ybVsbR30IsMUGIgIPbiObdXk3X7h01mIO5f4eNdw0VY8W02mKtcBc7EL1Ei1s3p7NGcYLxZIrVNfniEuPVrEl+Z9cfEiGjWipT52ONS03Df1qBOwtk00PYmRW4nCutwOLAbMBxG7aUWb0IkPrqarJXc9TE1oZIi2tTXFU1WTHnKPFMIv0TNXEsldz1GcYdvRN9PowsLVH+H+QUv8X8jrYnGXsoA7eV4Kzq4FaiGStRKxOYVe0M4XBeXmWj2RVasPin9zvsvIwYbOAa1FYNmNU3hRhnGzqwVaPKNxb6sOOrZ1YJb8z6SLxp3ApnhGGZ9go+8OCb4u3BN/D24I/GncCmeEYJv4uvSR+LrCgfF/I6zIfmfBJfH2aY/n+XhmfYKPvDghSEC8kgu4UxpgQ3EC9xGNZNC5qyaFzVk0LmrJoXNWTQuapeYlmBgrm3UyK3E4VwD3gUt7sKP7t3Uo3vOzTTfxdeCZ9lD2jhfx/xUrxqZ9h38hpTJSB3nvCBdqom7hcw5wpmWjtD2g1od/8A4WjyZc6EL99qDXmzF3N3WWy0PGdkg0KG0KFCGJjQ3T+KeDr4mJzx1BQDMPtRHkE31z4YkSEaPuoU2LCiVY7Fe1bP5tUODFi0iP2OJbP5tWz+bVHgTT7VgchrhhyEC811XCmQmYm/PWokJ3pBRZSJc+GagdeB0SCaPqBVNiw4lWOvF7Vs/m1Q5eJFIivpQXLZ/Nq2fzao8OZfasb2GBxYI3jB2VKXV3Vsugtl0Fsugtl0Fsugtl0Fj6CmuJROEdaluA9etuiRTRjRenu9BuMqJHmGB7Ni0FaiXgt4GBXeYaM0eQi3/cIEGoOARMUJ+CW/M+ki8adwKZ4RhmfYKPvDgm+LtwTfw9uCPxp3ApnhGCb+Lr0kf4f5BQIcaO1rxWo4yqwIrH8B1iQ/M+CS+Ps0x/P8vDM+wUfeFRIz8TRVRJqbER8Q4rIW1x+QfdbXH5B91tcfkH3W1x+QfdbXH5B91tcfkH3T4ViMHG9pIGPlT4R/yzdwHAPeBS3uwo/u3dSje87NNN/F14Jn2UPaOF/H/FSvGpr2HfyGkmHs2TYbiORPf6VaaWbbvduB0w2NoRdihUrU7ya8W9DO7iKBY4V3NNYltW/dRjRr3nBAri0zWBmiRnX2a4gnh8sIdoUa68UXjDtm/FwKU/M+GJwjrUtwduCR+H+WGe+L+WCJGpUtFyfHiwzFiOz1WTnnLJzzlk55yyc85ZOecsnPOWTnnLJzzlk55yyc85ZOecmTUKGWVOqbu4D7QUt7OCR+D+WGc/M+GBxYJjR4YfZs0+ayccpWTjlKyccpU3BiQ6w2WqD4lk45SsnHKVk45Spri7VE4R1qW4D163AkmG7GeFQZWCMZxbqhQW+iPn5k6FE4Qdwoy0202cx+yDmGoKtZ2GqtS2qhjU+irUagcMVp47FlDf7hWUN/uFZQ3+4U9kc1iNrUp3ApnhGGZ9go+8OCb4u3BN/D24I/GncCmeEYJv4uvSR+L+QUOLEDrRrn31CmJV5s1z9SZEbieLQ08h+Z8El8fZpj+f5eGZ9go+8KLXAFpzFR3Ml4LXBtxDAnzBl4MSI13psrnQfCkZdzDiIgtX/boH9hq/7dA/sNX/boH9hqgwJuTlhbNKaEFOMfCY5gt0aW3DVKkKGxg/aKYB7wKW92FH927qUb3nZppv4uvBM+yh7Rwv4/4qV41HfJQdGiGoIsl11d5f8Ab/ovX/b/AKL1/wBv+i9FrvB1Qbj5F6pMwokNj/WbTSxG+uHDtwRXxr4ELNvZgtCcxph4rNLlEjwY1mG0VsuVYbnObv3rykAfMK+CeVamEa8Ko7UQ1dst3Cx24aKDF9dgOGpxKzKQDF/cbkZqYhFoF+K7eVHAEb6oLgpT8z4YnCOtS3B24JH4f5YZ74v5YdiORTlQPS/ktiORAUuu/isQWIKPxrEFiCmqjN2rYjkVKCn/APwtiOTAfaClvZwSPwfywzn5nwwOLBE0MuNs59JGmWlxdEzHNpIroZcdE3cyicI61LcB69b5P4pudkG/k79f1UVg4XK+Zgf3AqtNRvYbEdlrcOcJ0o91YbtiU5pxEUUxCmbVCbqDOtlE5q2mN8ltMb5LaY3yXjEJrgyIaEFO4FM8IwzPsFH3hwTfF24Jv4e3BH407gUzwjBN/F16SP8AD/IKDx9ZVfVcCpU/tpp5D8z4JL4+zTH8/wAvDM+wUfeHBMeyo3tf/YKB8X8jpJX4etT3x/ywj3gUt7sKP7t3Uo3vOzTTfxdeCZ9lD2jh/PUUrxqa9h38hhtx4jWN3yrMnCMQ+s64IGYNGjEKUAXi8fiOkl4lc4r1YJ1kxask3UG+rMrLve7NaUSLMDQpdoqWbH5IMfUKovCvAVwGlazOTVS8N2yDBXDNWMdlAt2RJrpJT8z4YnCOtS3B24JH4f5YZ74v5aSd+L+WAcX8cMfjwzXB24Pz1MJ9oKW9nBI/B/LDOfmfDA4tbicI61LcB69bjv8AUF3NT5l2yi3DgVXEAbpV8cOP7L1ijc1Xvez2mryEZjzuA36a1HitYN8qkvDdFO6dSF5Fmht3m9pVJmZL3H0bdaItm5h0E5rruVXxYx4CPsvJR5iz6riKdWkhTLNlDNCmP3QrWhiKDfYOdf8AaIfIV5DwZBsD/Zqv+1wf/wCdf9rg/wD86gxZqWEvTFZZZqiRuKZ4Rhiwq0ttpVUhzQaNwOKy3puUUxHhxfuYHaDNBoO4SFlvTcjHjxQ80RCOhTTWjeJCy3puTo8aKHkil2kj/D/IKDx9ZUThHWpbgPXp5D8z4JL4+zTH8/y8Mz7BR94cEx7Kje1/9goHxfyOklfh61PfH/LCPeBS3uwo/u3dSje87NNN/F14Jn2UPaOH8/8AGpXjU17Dv5BGJHeGMGcow/BzKD1yL1ok3Ec5x36lahowVbswqO2bMDn8idOPxWvwqDFz0o7hVuNAY926V5GExnsimAgwmsd6zBRRJaJmJGnfGi3shaqnVhMWO6jetFrPJSv5yqwwk1NSTpJT8z4YnCOtQYMQRbbRfQLFG5qlo8O3Yh0rUb6xRuasUbmqbe3E4Ejl0k78X8sA4v44Gw3OAe7EFH48M1wduD89TCfaCgwniJaaKGgWKLzVLTLLehw7NajcNVii81YovNU04Yjf88MDiwknEv8ANPwrFF5qxReasUXmoQodsPOKown2gpX2dZpGjw2HcLlSFMQnO3A5RobMb4pCaxmwYKBaJOvLIX+VBB1R395aJDh2Yea2aVVidkRvEtp81qoJad5Q4kk+IHtNb1XYxW7NuCWjtroNmhG7urRIDqjPvIsgtMOB/wCQDH9lbmosUu5fmvJQ3F27RaHIwXcIv/4QjzxEWLjDcwTzDhthx6alzbuVRILzXQjdwHSx4WdzbuFFr73A3BCM1ghMGJ+JViTmq9ivagYM415xOANlw4kyPDnaA5iTcsu602LGmNFFqzS9Qjj8mOpTPCPMo/w/yCg8fWU/hCluDt08h+Z8El8fYsqg85ZVB5yyqDzllUHnLKoPORj6KzQfXrdsFlMLnLKYXOUw1kxDLiw0Acj7w4Jj2VG9r/7BQPi/kcL5QWtEbvXKV+HrU98f8sI94FDiNmrLXNqBfcr5zrWomg3gqss61lnWss61lnWss61aE0LW7ess61EiPmrTWipF6HtHD+f+NSvGpiLDYHucC0cq0WdiHeCowUw2WC05amHTiRL9m7BCbmvKbCF8MsookjHNzzqfa79LFs4q/wD10uqdyKwzUtOcoQxNQy83udulZVC5yr43A54Rc6rZdmLeH3QYwUaMQ0sp+Z8JZEaHNOMFZNC5qyaFzVk0LmrJoXNWTQuajoMNjK46DSTvxfywDi/jggcSj8eGa4O3B+ephLIjQ5pzFZNC5qyaFzVk0LmrJoXNWTQuajoMNrK46DDA4sMX2SoxjQmPId6QWTQuasmhc1ZNC5qsQmhrBmHsYT7QUCFFj0e1tCLJWUdB32WUdB32WUdB32WUdB32WUdB32WUdB32WUdB32TZTwUTR3p4q/ZVmor3vz2bk98KLEYWiuqvUxHdjGpHbgmHTOqZCJNk7xoAqVFUQ4Ag5iqmVh8VyhScCGGQxS0N3OfknvgQgxz8dMBhxmB7DmKLZdtkE1N9VMPGMMKiRpmGyIbfpZgAqf8ATGaFWls33btEAwAN3sD4sRwBpqRulRox/wAx1BxaZ8SO7RG11LfutDaLcbMwZlbjRfF4JzYvknOiRoxIFbqJ/i882WaDidFLKr/vEH/+lyeY3hKDGYL7Gjl1eJBsvBtwhW+zVTPCNfLS+28ZmXryMrUcKGjytG7yiRIexcGkcoUHj6ygN14UvDfMAOa28UKylvIVlLeQrKW8hWUt5CspbyFZS3kKkjLxA8A38uCS+PsWOLzlji85Y4vOWOLzlji85Y4vOWOLzlji85RorDEtNaSKlH3hwTHsqN7X/wBgoHxfyOGO8sdYvvopX4etT3x/ywj3gUt7A1qY9lD2jh0SIaNF55ibiZDbc2q2YL90qoNRhe4Y6J0U3urTSQWjGnS0TZw8XAhHhbazc3FR90dmyG7v4XRYnwjdKiTETZPOG9WId0MISzHGnpOW1HnFbF/OX+bzlDEJ0QxHX6o5k2GC6vpGzjKxv5qxv5qxv5qxv5qxv5qljBrQHON/XZ34v5YBxfxwA0FRnUfjwzXB24Pz1NcbDY6y5wABWWdayzrWWda1E0G8FVlnWss61lnWrXjTbW7ess61lnWqOmwRv1TREh230vdaIqto6bvuto6bvuto6bvuto6bvuto6bvuto6bvum6DBpFebjaKbEZGZCLh6xqrUGbt72iHtUWWnoNHPbQOpRNdniOLuzswR4sOtmMx1k8PeoPi9rRreNWoz2sbuuNFYkmaNE9Y7HvTIkzXRry66no6VzHirXChTz4OiW4bsba4+ELJnq+NZ3rTexZZ9QoGPFEQjEXPqmt0JkSG24Cg7Foc3LxIETdpqdM6LoTTEJtWjecEdxN7m2BwlaLNTWhvJubaGJZf02p5hz1XgGmrbjUxC9Q15VE8Uj6FSldWRXkWXfVcsu+q5Zd9Vyy76rll31XLLvquWXfVcsu+q5Zd9Vyy76rll31XLLvquWXfVcmwIk055ijEHk9aBjDRIm/iVGgAbgUe16qjV9a7nBQhEjQ2uFbi7fUKBL7WM/atrdzitrdzitrdzitrdzitrdzitrdzitrdzipNsBtA4gm/fwSXx9mszPsFH3hwTHsqN7X/wBgoHxfyOklfh61PfH/ACwj3gUN8OassIqBaNyyzpuWWdNyyzpuWWdNyyzpuWWdNyyzpuWWdNyyzpuUR8SatMAvFooe0cMRsM1xCq2PzWIjjVqXcTvKy66JgLTiKsRL4TlUYsMsODrTJ2Bu6pNiQ8R+S8akKhwvshBkz5GN0TgiRZmG4wWnUkbEBAGHQby2VOFXIMGNyaPSN5WjysSw/hoql2it37+9WD5ON6u7wYBo8Jr6YqrJmLJ2LJ2LJ2LJ2LJ2KUEBgYDjpw67O/F/LAOL+OGPx4Zrg7cH56muQOLzOBFGJpIKhRWG5w5MECF6zrXJ/wAqBD9VgCrLhjj6rs68VjyVmKDUX1IViBbhw/3UFOW9W5+aLjvXnlKtQmAEC97sanJrNf8AM6UwpiFGhEZy1W4EQPbva3Diyz7NH3oeNB0OJnoKgqkux8V2/cEIk+TBl8zfsFt0b5Lbo3yW3Rvkp1oxBtFM8I16UmDsRT5FVGBsu3ZPvPAjCzta2vDaCZFc94Lq4k6WjtGruDqaxI/mfBJfH2azM+wUfeHBMeyo3tf/AGCgfF/I6SV+HrU98f8ALCPeBS/sDWpj2UPaOCJF9IXN4U6K7G7SaLCueL7lfsxjwWTxLxeNizYZbi60WPFWnGi6Hq5dytW7JAqWuUWJsW7ypDOiQvVN4UOCW6CyurvrVQ4cIQo8Jox0qhYhWZh+xslCJDdRx9FQhGYbt7CXONAFosMaHDYbRI1mG4RbBbdiWV/JZX8llfyWV/JZX8llfyWV/JZX8llfyWV/JZX8llfyUaC2LYMOuqpjvWiumrV9AKY1DjumLBeK0s1WWDmrLOisrHMWWDmrLBzU2Lo1sE2TQUomRWTdzhXEvE9F1Xr0/bVZX8llfyWV/JZX8llfyWV/JZX8llfyWV/JZX8llfyUOM+Yt2L6U8zdCiirHXIsiN0SVefzjVdHDd51ylIcF1uGKCvHfptDadXG1PFnTbYpEiap2lpMQg7fzoGSmNEHpN7CocZmJ4rrUfdbR3zWjNjhl9KWVlY5iy3o96y3o96y3o96y3o96mJR5vILaoyximCa0rWgWWdNyyzpuWWdNyyzpuWWdNyyzpuWWdNyyzpuWWdNyyzpuWWdNyyzpuWWdNy8pMB3CSVYdD0WEONWYUtqzxoTDtsN9Sb0WRYtphxguUOE/ZDcUB42eJQ3O2RaCdPI/mfBJfH2azFhVpbbSqpDmmtG4HFZb03KJEizVpjReLRVqHHa2ETSwSVZZONa3cDnLLhz3LLum5Zd03IPM0wvGepqo8CHGsxWWrT6m+9Zb03LLem5UiTTXDcLiqNmwB7RWWdNyyzpuWWdNyyzpuWWdNyyzpuWWdNyyzpuWWdNyo6bBG4XFWYU21jdxsRwV07X+q5CWmYxiOuNLVUGjNpWxW7F2NVGLBabs2qy46tuCAfzHgIcKgpggAh7ry3Mg3PnwatorurRJOKQU2LPHFdiVWmo0jZWXvvpxpsJnGd0+bTrnsc1t95G+peRZsRsvzgQDbgNNGg53C7hT5d2yhH5LRLDrFK2qXbCn6AWxGhzTmKrYcOBygQ4dQzNyaUxI7w1qhxmwXGDBzHPer5d9faWrhRW8hWKNzVijc1eShRXu37kdDboULcbdXjT4PhCDq3akOfiH5uqNIvvsauGd1p1qa907qUT3p6hppeZ9F1Ceo/JW4Y8uzFvjcQhxmOc5t1VtL+VbS/lW0v5VtL+VbS/lW0v5VtL+VbS/lW0v5VtL+VbS/lW0v5VtL+VbS/lW0v5VtL+VbS/lWogmu+U2POizBGY3V1iR/M+CS+Ps1xzc8Q2VBDsbtXy6Z4dsYzsftd/mMeNjFTTs0zhnxhUztuwiPDxFB7cRUHjwOiP2LRVPmYm7dpdWONVZqoSq3GMYwWW7N3yREyyyXigec3m74j9i0VUxPxcbjZHbrFrFCj9vf8AocpGOxNmvLpHRn30xDdK8Ym3HQ8w+yssaA3cWwbyLVQmHiW0s5FtLORVbCYDwYNyIMRTpaPt0EaknHZ3NLBgxbVYufMNLNe7d1J0N0VgiGITZJvzaZkUY4bvkfwKA/PZoVUw2E8C2pnNW1M5q2pnNW1M5q2pnNW1M5q2pnNW1M5q2pnNW1M5q2pnNW1M5q2pnNW1M5q2pnNW1M5q2pnNVRDYDwazI/mfBJfH2a5LSbePj7kGtuAu00GabjabJUKL6wv4dfjRc4bdwpzt06d0P0XYsJa7EUYETYkqDx9mBspC+JBgzaawNk5X7N15TnuxBOjxd25X7LMUJScOoxNcc3d5syXZsop+ShQc7Rfw6wIzdlBPyUKL6VKO4f0JkYY4Zv4CoEWtS5t/DhhuGxa+9N1dmgxUV1t3AFeyIvT5FszzVtnRK23olbYeaVqQ9yjTjhRhBHCdLLxM4dRQnnG5oOkmT+2iD7RDkYcvFeC30K1HIrE9AofWZ9lWXitfvZ8MeFnc27hUWF6jq8vnkj+Z8El8fZrdSpibdsW1I48Xy08aD6zbuFRpZ2NptDt18N9Z4Chje08OK3GEHDPhtN2bVBDtkyoKdEOPE0b6dMRL3O01TiRiO2DcDZeHmxoNbiGDccMRXicydWNgT1eamJjgwMXF36y+G/YuFCpmRi42mo/QokI+m2ijSr9kw2gMJZEaHNOMFbSeeVRsrC+IV615BrIUZuxIFAeFGFGZqgaLY3q3E1EPrTQ0tjj1U2sqAaXi0VqZaFxtqqNAAGYaWXlm3vJtUUNnqtAwlo8rG9UZuFARHZ7mjEE1jcQUOYZu3oFzQ5pCtysQtcN9aH4QYXt9bP3q3LxA8dWCPAxNfUDrHnkj+Z8El8fYsj+ayP5rI/msj+ayP5rI/msj+ayP5rI/msj+aiQxLWbQpWqcxsrbLjUuqsi6Xcsi6Xcsi6Xcsi6Xcsi6Xcsi6Xcsi6XcnTkOARaJJZwrI/msj+ayP5rI/msj+ayP5rI/msj+ayP5rI/msj+ayP5rI/msj+aY18HQ7JrjTeDTubnzIt9U6S0MTldtDFdprAxuQB2RvKc/cRjO2TtJokO6I1Na1rCQPVvK1MtXghFZGf7RWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZRHihFdyGU8QJN2rx2oZWR/SKyP6RWR/SKyP6RWR/SKyP6RWR/SKyP6RWR/SK8c8UeI28w0WR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZWR/TKyP6ZQizDdDJd5QUxV00SHWzaaRUZl5KZbxtV8eF81SLNts8ZQiGsWKMRdm4tO+NExDEN0p/hGbvv1HD3YLcxEDdwZyjB8HsdDh53Z+M5laeRFnH7Hcbvq2/ZvwOYc6fBdjZgo9oIWjSL3AjNnQY0w7Ru2KbNOlnaK2mILJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoLJ+gsn6CyfoKV8fZYdaFLqZ8El8fZ+hyg33dmsuZmdpGwmXkINz59PXGxmCHLt40GjENKyZhbE4x1hNiQzVjhUfr8SO/0RylRo7z5RxqF4pHPlWbGuca+Ykd4awK6rJWH8h90ITHh1kUDId6pIS5Y31gK/PEtF8JRS53qg1+aNkNhwmCqdMRB5NuIdmka/wBF+PSV2MTdQlvCFTCzPzj7hBzCHNOIjzuQ/M+CS+Ps/Q5WHvV5T3azDihBwz4KN2ZWiP2Z+WnNNkbgojt6iLjiF6iR3aYtKiScTZM1Te3zIRXML6usgBZK7nrJ4nKr4Eb5K+FH5B91sI4+Efdf5o+FbJ/NW2u5hWUdB32WUt5CsqYsqhcqyuBzwrpqAf6gV0xC54W2w+ctk3l87o91qJ6jcabBshkO1c0dqaxuIIR5Y2YovuWhz8Mhw9No7FUTMPjuWVQOeFdHhH4woMO03ylaX4NDhRTCdWtd1CFMQXTMPMRf8/vpiweUj+qM3Cqm3Fdma0YkGR4mgwfVrX5KpZort16oMWBkjBxuvf2BNYOPSWhjZemnOLjpLLwtDi1fKu/Lk2JCcHMdiI86kPzPgkvj7P0OGPVa376y5ufMjBdshiVfSzBaPG4tYcP8uE0k8SiHdKs533Ju6b9PBm2bt6a9hq1wqD5jCH+72FSwsjam5t5bVD5qvl4PMCvlJc/0wskgcwLJYXNWSsWTN5Ssm6bvutqdzyti/nL/ADR8S2ccfEPsrosflH2V0eN8llMTkWVO5iyz6feqNnbvY71qJ7rWon+k4LUz9/vHLL/rPWWfVKyjprbOk1UBr/bV7a8xXwa/CFUy1fgWRfSK/wC3/Resg+m5UdI38BWrkr+ErVyXTp2K+U+p3K+VdT2k1wxEVwmJHeGN30YMgDDhZ3Z+5GLG1bhfvJ8w/PcMMVsZtpgBqPkrhEbwOWzjDjH2V0eJ8k6YgRnPdD1VLKFSBHbsm9ulqbgr4oiO9WHenQ5CCYcPEXd6tzrtEd6rTcrMJjWN3ANI6K/H6I3SnzUa9zjdpSDiKiQHZ9KWvFQrLqvlXpsSE60xwqD5zIfmfBJfH2focY7n/wCdabEhbZuBaJM8msE+kbgo8V2yit+S4SmMOxbjVWEEadwz4wnQHHVQjdwHzGB7zsUv7tvV+iXiql6ADVlQvYGAw5WkaLu+iFo0893B+YlZYKBMl4eM401gxDDNRd4DlwVBqMOiSkTQXbmZaidu3NFcso6avmafGr56n9Vy/wATOV5XKrwYx/eqNFBpSA7RYvqtQ0bZHEPVCDW4hpocdqDhiIrpSx4uKMnFd5KIdTw+cyH5nwSXx9n6HNu/c7rwEeYthja24+BOaMRIChKPowtQgD9gjGlnF8DPvcKuudnGnZmhxNSeA+Yy/tlQfYH6LL+2VCfHdTUCjc5RZD8lL7n3Krsn7pwOecydMRMZxYYh/aVHg+mdVw4DHkHWYvpMzPVidhGE8YyMSrAiNeN461WPEawb5VmVhuiu3cQXlneLwTmxfJBkIaPOes/EziT5iKaudnOneM4vCsnGw6YRW7JnUocU7PYv4fOJD8z4JL4+z9Djv3cDH5tifMKDZOVt22RL+JMG69A7kPsUeL6zrPJ/yiCKgpseX2h5xbm8g5uI6ZkQYxcoMX12g+YSo/cUwD1R55ZqLW5rMt7RQjTjidwFUAoMLYEPYjGg1uIYX79yk51taO2X5wIOaatIqMHl4QJ9bOrUnMFp3HfdappjMHxd6pMSzmn9pX+YPhW2OHwlba7mFXaK7gavJyzjwuX+GlLt2yStXEMIe0G9Stzsd0R2cD7ryEJrd/OnxXY8TRulBzzWJFNU1gxAawWeg/FpiDiKfKvOoi4uHN5xIfmfBJfH2foUZ/qsJ+Sed/A5u6gTshcdeqcSMR+1MwQBvlBu7QKXGci1y4HwYoq1wT5WNirce3TP5Uweo4t7e3zCUG+7sTRvedmHBpFmNzM3hUGJHcXPvJPFrMqN9yHBhu2bsStu2b+rSNG65Mg+lYBHCjLP2yFi4NL5WGx/tCqvlofEsnHKVk7eUq6WhcYqtQxreAaSpVhppKws+9uqJGpRjdiOrWWxW42lMfujTQ5iHc5hQttih1L7lijc1Yo3NWKNzVijc1Yo3NWKNzVijc1Yo3NWKNzVijc1Yo3NWKNzVijc1Yo3NWKNzVijc1Yo3NWKNzVijc1Yo3NWKNzVijc1SboFqjSAbQ38El8fYss+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVln1Css+oVEfHmqwqaoaIVwnD/txNeECHe5ybDGPG47+CWaoMFuMoBs3QD/cKyz6hWWfUK0eciaIG3VtVomO3RpXDdCiNko+hht5Fqiyz6hWWfUKyz6hWWfUKyz6hWWfUKyz6hWWfUKyz6hWWfUKyz6hWWfUKyz6hWWfUKyz6hULx6Nola2dVWnmVStA8FwxF36VtcCqZGv9Jy1fg/6TwtXIdFwWrkfmQtXJX+8p2K+UP9zuV8s/nLQ5YaDDO4bzxqpvKiH1WOPzGsyYz6rswknEEYj9rbpYMMKgUOchDUON46wmxIZqxwqNd8QlL3uueR1Iw27ZEuJ3U3ddqtZe04iFEbmBrpns3Qo0KPBhue3VC0Fk0LmrJoXNWTQuasmhc1ZNC5qyaFzVk0LmrJoXNWTQuasmhc1ZNC5qyaFzVk0LmrJoXNWTQuasmhc1ZNC5qyaFzVk0LmrJoXNWTQuasmhc1SQgw2sBIxDfwSXx9n6FF3yB80zDUY23oes2464XHiRm42M7H74ZZu8OtQdwRGjSR673WEzj69NMtzWe3zCT4+zzEucQGjGSvEvB4OhZz63cqN1UV2yfpr2gq+EzmozUi27G9gzb4W+pj2O3BeQFcQdNJt3j14RLwsZxoMHHpZdu5T74HQn50ZCZuFdTvHXPF5XVTDrrvR71okW+O75KDLjE3Hx6xsrR3G3qkvC7V5V9kHMSrLeM6dvqxDTl7/N5H8z4JL4+z9CYN2J2FQ/Z0lf8s9SqMWtEuuAVp10BiAFwGGBvBvWoL/8AdB+ekhy42TzU8CY3cGmmTms9vmEk3N3+YF8RwawYyV4rJAiXBv398qxCvcdk851D8SltGacZsl3Uqu8H3e5esg6DlDfEZYeW1LdzTOmpEX43Qx1hR/d9uB0fR3sLsYpVXTZ/t961E70Kdq1E98iFDivnSWtxtFb8Mo3NZ7cL3RRca0Woe08elcfVr9sOjQh5VnzCsRD5dmPfG7rXi8jq4xuLhmWjTGqjn5YI8c4s2lq9wA31SC0vcvLOsM3O5YrZ/crtZhRW40yIMTgD5tI/mfBJfH2foUs3dJKA0ha5aBGxZjrQgwNhnKbDh4hpK7jVLn/cHXpHxf8ALabuAaaqmoh3h5hItGO7r190WM4NY3GStBlxYlmn8JWhwBwuzu1yJEgwmse/ZEazKj9rf5HDSI2q1EQjhFVqI3YriYg5VZjssnewTMX8vOkE7KXCuqG4hFh8Y3DpzEjODGDOUZfwe1zYed2c/ZV2UXO7BGf+1WvWOGpxKxKsqd0q1NRDwBAQ2i2bhunXCdw1UDdGp82kfzPgkvj7P0KWh73bptxwxFaDMcR09TiTZeXz/NWG3u9J27pT7IUnw1+eHxaEfKxMe8FfsjedM871Fb9dxPmEj8P8td0MkxIoxtZmWq0WHwtVlvk5Vh5O9CFAbRvX5tC3g3TaHA1UTqWiTRq45k87jSoz911NIWuFQcatNqZd+bdH3TXwzVjrwdKWQfLRd7EEIs68sh5h9grEJtBhaz1nKG3ew3qtKwXLRA6u9nXjEXZHYjcGuRR+0qI3cf5tI/mfBJfH2foUMeqG/fT0djzFWIotQ1VjgdJV5oFocK5ihsGIf/nTH2QpauYYLb73HYt3U6amDUk6djN01UGF6rb+HX/Kv1fqNxqSihlgB7G4/wB2sFzjQC8lbN5+FbKJzVsonNUQSpfoxFG1arb7yd1YqKLJvxDVt7fNxvBvVpdAgbI3EhWnXxOrBE5Ew+sSdK6G/iO4UZGauaTdvHCRDOjRNxuLlV/kpc5sQ70HUtxPWOlloP5edKREo4n0VojxSHmG7rpG6FNN9k9fm0j+Z8El8fZ+hRTufbWKPFQqwX04VqhaHBVbWOVUhQ/krUw/iVlgoE389HTNHrNCYd9Q40TG5gst3blo8ydTmHYqDTjPCh3ngGvjQ9ufsd7fXjXhCri+8MPapOobDgw7BuGK9WoMRkQftNdOPB8te92zp1JjZiE2LFxucVksNZLDUSJLS7WvZQ1G4gK3hVqo048XEWG7+75u/ep/DSOcMeILRXbJ2EDdcoA/aDptFhjyrPmE2G6EYkcXVrcV/iHaFC3MXyVbNt+67T7zftpLEvq37q0SZvOOzr8yN7t82kfzPgkvj7P0Kad+53Xr43v/AM6aGPVp91wFQzGPk4TQwKgxaeg2TrlacPKRdUeDNr8GDE2Apd88A0dmqAoHC4q3IzJDh61x5Qv8TD0WGM7hX5hGxqIrdkw6Qu/zXXMCM/M3vfsK9ekoVahPfCr6IxKA++NAcb63cShGXpoRbqabnmpjRzRuLhVHGJD9tv2UWJCcHsOIjg0hp6Jqm/tuwwmBBozCmnmXYzu6zMu4etXq42zvL/xwlqRV26fMJk/t7fNpH8z4JL4+z9CjP3dfPH1aZ+99k9Bmh1pvq+GeVUrZ9rTWnDyEO8/bzCFGlovl2bKmaiszcMwnbovCtQXte3dBwwhAua/G0b+F0SIbLGipKMWJUS0PNuDcQAFANNEgOz4juFRZCPc+GatB+Y81lJOpsXfMqyZZg4Llovg+IXU9E41oc2wseN5VaQRvYCDiKdBdiN2GWZwdesTPw9qtRHBrd0rKIXOWUQueFlELnhXx2cRVzy7gatRBeeE0XkpYdae6HDc1zsdy8vFu4arY2juu14MGPHpJp28PNpH8z4JL4+z9BjO3GEp539fibwOmmTuF3WnjeT4UwXbO0KBWYjm/1GK3L+TridDNQrW2QN0Yu5VbxjCIMO9zk2H6Zved/XxJyddFdc4jqWjvh+MTnogYgUY05EZDJWiSk55Xgsqz4QlrQ9bF88Svhx68A+6dNtaRCZffwUGFvg6U1Wqo6mc9ybBZwuO6dYg+EZcZ9Vw96hxoexeK+aSc36F3yKDmmoN4wUjsqczhjCL5N2iw9wY+RWZhha7eVWOBWit2TcfAr9mLjg3m/bWJn4e1QZVvCVjfyrHE5VsonKvTPGtrHGtSxo4vMS8p8Z+yecLjuCqmH7rgPNpH8z4JL4+z9BmT+yi4Tr8wd49emmDvnrwRGPbWi2NOBaJKxDZzhaIWgxjqdCO79k2LSgKqMSqceYIzscXehw7vmEd8bbAHEcNdLLzEJjBXG2l1yGgQ2Q2u1VGiidDfG1TTQ0aU4STiYxuGppTfRizMX/EPuFWnUjWYkCJicORRfB0xc4ElvDnTBIy4iQqY7Nb1fIV/ouWqkL/duUOJGh6E9wvZuabRJh9kdafC0NrYNkkbusuguudja7cK8R8JAtDdi7c7kHMcHNOIjBbiXuOxZupsR7GQoOZ1PwlEwpq/MCxXsMZm9qu9WrNk52r0xxKNGjOoHVpdvrbDzStm4/CsUQ8SuhxFdAdzlqZXpdy8nJnkJT9Bk4jrdMcNyiR4mPzdsCHsQUGtxC7DF9lV9Z5Pm0j+Z8El8fZ+gxd8gfNM1+YO926aNgiWjQFbL5KrDUIN9F16O8mOfjxUWjzF0uPnvBBrRQC4DzCHOwhqHmp7QmxYTrTHKseJQ+qMapLSpd7RWokei4qG6dYYUBu9Z5AgBiCiPdnNVsVDa0YzrUHwjL3OBAdw5im24hY4i8WTcsp6LvssqYsrg85XTcv/AHAro8I/GFdEYeNWqizuoslqRou9sQtFm3k7ymYm40DlPdrVmYZXccMYUVsjEdqHG6uNUiyocd2hC0WYHkmCpbm4EABQBVcaDBSKxrx+4VV8rD4hRZM3lKyZvKVkzFksHmrUy0EfAFdDYOLDMRM4YaIu3XebWW7Y75K2/Zu+QwXGuB2+Qpcb1fn5tI/mfBJfH2foLBuxOwprqVo0LavmgHQ6V39dmHcHbpovFggiJWw8i1RGzCtUuJtlOgA1YcXAmX7GlUWtcCTuJsWaq2Dmb6yDWijRiA8xi+MNrDDalPjy8w2DDBoS55arU/N+MP8AVh1I5VMRnVZAcHBl2K9f4eM1+9nwRXbjSU7BKt3Xt69adDitDmOxgrJhzitop8blsHj41/nc5XRZjlH2V0eL8ldNP5qunPp96MKZZRwz9qqpp26WjW5l2/2qIf2lRn53RKfLvwQpBt0FpBf+7PrgZ/5HgKGN6vmu684gtFjAvONeRg/KqtTTyf2YWj9yl27kNvV5tI/mfBJfH2foMs3fcUIYaQofAoRW2fJbY1bYzlTxau3UXCLiG4iHGtDpnHeUY7400XiwQ2svfvKDDeKPpUprIN8SyAKIGaiP0XPYKD6PiEeufM49M9B81AFMYJ+aq+Xhk8CoZaHxXKBHlIha61c05kxzhRxaCQo0NmycwtHItTA6bfuvFbH+I9W5S0SPALWseCTUZvM7ES542L/VToEwODfUx7YwMfo5hlopSzUKrZ2/3fest6Ky7rV0/wBNyiCamTGqbr600kYnHcovslRW7kTsGCdPq2+umBkTQtEtOpjomRYRq12sysAbleX/AIVPNLMPVROpaNNXk5iti3k0sFo30AM3m0j+Z8El8fZ+gyzP29qbwpnshQlsfms6xuUTeCf7JVprqEFWY4tN3VaYajSRPZKed1+mjBOduCqizkYWi00bwpz4hoxoqSpmahO0OhuJ6k+RnDacMRN9PNI1M1OtS+9UfPAYkZ3A3OUZ2bHkGHUt3d7SS0fM+yT1eamHEGq9F3qqM2M9ji81FnWnneUXiVFEgPNBF2PDgjNd6dfnfgiwn5wnTEBpdL2rLhmqvK2oLt8VWUsWUcjSrnPPA1Yo3NWxjH4R91tcxzR91dCj8g+6ZFaCGilAd7zO09wAWhyrSBuq07VROrTyjN0t6/N5H8z4JL4+z9BbXExoTbBqm8ChLZt5Vs28q2Q5VFKf7JTuFUcKhbsMoObeDhiJm+SdL5R+q9UY1FpnUTgVYsZjTaJIrehLSjS2XGMnrKbCh3NbjO7vqYmhsBWnUPNIkI+m2ifLmVti1XEVSBL6GPWs/dRI05Fe4Q6XVvcgyG0NaLgBpJaMPRcW/nIoMX12B3n8c/sPUn8OCNCY8MisvbXOrDavaM+pcocxNQ9DjeiaUrRNLHtD87Cbwn2WlzqXAJsI3uxu4VV0AA7rbkY0paqy9wJrUJkR0KrsTtUca2hq2iHyLaIfNWTwuYFLiFDY2vqhTDgLr6cvmNXuAG+rEswuduq3NvPArLGgDWJcbhHm8j+Z8El8fZ+gxWu2Pcmlgpem1fQ03FDEM1GJbJ62TlsyooT+BEtfZVWuthaHGFlyfCdh4SocJ7YmpzhYonIrmxDxKkGXrwlXu0Nu9cqvNoqKOHrRBxFNloZxupVNhQW2WheKwj5R+y3gmD036px82incaVMO3XgaWNuso5Qt1hLU10zEsB1wuqspHNKyqGg5pq03g4XPiODWNxkqKJe35P1hj83mjuQndSd7WATEm6zFVl0u0u9awVo88TwFahxb815CZLaYqEhCDouiOzCyCv8AESg5CE+E2Vo54s7OvYvKihca00ssdz7qK472v6t4ruBWZWHxq1NRCTuBUhtA1ob1f4+byP5nwSXx9n6DNHcc7rVHioWw+atNZfpHmG3Gi0suN2JUcKEmuC03bOtNcd2/Cwb6DYjQKboWpbDPEtg3kw6ogIluI1wQoj9ja6xRXUdHdsW9pTZyaJ0WM/EdxQPdt6vNpk/7bupRDuxT1DSxYR9NpapmCcxDkGTMMPAxLaCPjK2MTnJsOGKMaKAYPKuq/MwYyiYmogi8MGJTMTdcG8n/AD5vN+6d1I+1p4X5m1iF7Kdffa1vVEDhWzr7N6pLwi7hXlH6G3cVX1ed9UaABva5GO4Hdfm8j+Z8El8fZ+gzD90nr1wPHpJjt7BBYtXDFd0KsGK5vCtTFDuNbIcq1UUN41WLFc7gQawUbm5MFW7MI+OVe9rai0c4UtD3XEqGz1WgebTPsob7zpo8rLxdBc5xoa031qfCF3vXqgna/wBUrKOmts+bU5z62QL6WEXRXFz99O4FX1ohPm817KHCdPD/ADNrEvDOJwaDyryUcjhC8nGtD2lqoVrkPUtXLdErVwfmtp6S2npLahyrUQK8RKuhWeL7rVRbPH9lWLFJ4FsLXtKjQAN7X5p+8evzeR/M+CS+Ps/QHO3BVRTwa4076puHBAG+OvTwXcHXhhxHmyw4zwhQIUMh0NlBUcp83mOLrCgb9rrOmlZr0TZJ4jf8tMZuRGqxvhjrCd6yhcLuvA98pC0WKMTVqvB93uXqrpC72HLVyPWFq5Lp07FfKH+53K+WfzkYsNrm0NKO16Z4B1hM49O389HWJf4dYjcXWFD4+vzSbdwdvm8j+Z8El8fZ+gRzuMd1J/DrnGojePA3e+2ngv4UDgY7iWjQi57nt2R3PN375ClfZ7dNBi+o+nL/AMKXiZywV4dM6alG+UxvYM++oYiNLTU0B094BV8JnNVGgAbg16Pv2etQ9OPz0dYhcWsP4R1qH5mTvKZO+PN5H8z4JL4+z9Amfdu6kfa1woDdGCKdyunB3HKGd7Af23qFus1B834XhSnuxpplv7bXJejD/wDG8jt8+d7QULg0/L1aw389HWD7QULgwVcaBbP5KrSCN7X4nslRj+/s83kfzPgkvj7P0CY9lDh1zjUud2mCO7TxRvVRb6pwFpz3KYl3Y9kO3s83hD/c7CpUbkJvVpiDiKnJR35Q+fN94O1QvZGndvV1j89TWB7YUL2RgEuy5rcas2K79b160B6qNei+yU/3h6h5vI/mfBJfH2LKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKWLKYXOWUwucsphc5ZTC5yjMhR2OeaUAO+ma4PaUu7eRKjHfGsPhZjdhY5xox2MnfWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gWVQP7gUFsGNDfqr7LqqCNxg07HejFI+d3XgiPgT9mG41A0RzacioJ2v9UprZ2JokXd86hD/d7CoXsjTv49YfTf6tYZ7zsKhewOrBFD7rdQOvA1vpF1yhV9Ua9F4FoURsUutE6kBbXH5B91tcfkH3W1x+QfdbXH5B91tcfkH3W1x+QfdbXH5B91tcfkH3W1x+QfdbXH5B91tcfkH3W1x+QfdbXH5B91tcfkH3W1x+QfdbXH5B91tcfkH3W1x+QfdbXH5B91tcfkH3W1x+QfdbXH5B91KOgh4DSBquHBJfH2LE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLE/nLHF5yxxecscXnLHF5y0WEX2rQF5UPg1yGFD3k4/tTj+/Sit7ziaM6FvZZ8EKM1AjPgY/iUOKIkfVtrjH2W2R+UfZbZH5R9ltkflH2W2R+UfZbZH5R9ltkflH2W2R+UfZbZH5R9ltkflH2W2R+UfZbZH5R9ltkflH2W2R+UfZbZH5R9ltkflH2W2R+UfZbZH5R9ltkflH2W2R+UfZbZH5R9ltkflH2UAQHPcX1raQG5p5SZbjGp7R2pkRuJ4DhpDEmHhretWYJdCgbgxnhUC2ausCp4vN5cfv7Ez2Rp40SIHEXi5bCLyBbCLyBYonIsUTkX+ZyLG/mrG/mqJMOJEM1zLbDzStsPNK27olbd0Stu6JW3jkK28chTGQYlo2qqF7IwWhdE3VYpapnpVaLOGp3NficCY6JAhPcSb3NBWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YWSwP7YUkIUNjASNiKZ8El8fZ+gM34g6iofsjXITU3hVf2hM3ydIXux5huozcx8NVUYsEEcKH7bsDxvVRhnHDd8vyvm0lD/ADHrGg2rLgbTSgJeYttGIB/3XlpXRP6f2VJiUIO85f4eDEMXNbxLRZt5JUNjVQYIfiExoVNkK0qqibr/AFFdGr8QVzq8bFe2vMV8GvwhXytf6aeJ6XENgFzqUv16V4XJvBp43jeh6HfsxUVVYUGVeP2taVksD+2Fk0LmrJoXNWTQuRZMxZMxZO1ZOOUrJxylZP0isn6bvusn6bvutqPOK2t3OKhugNIc51Mah+yPM4nF1qB8X8j5vI/mfBJfH2foEEfv7Ezg1w7ybwpvEoPBhtPx5hurxidfYgjEN3gQZDFiVZj38MDj7FEhnDEgHE8UHm0i32P5a3R7Q4b4VqVYyFHbisigcjCjAtiNuvUsP3t6/OJMZ9V2axGY+tL8SrBikHfWomHO+OvWtXCD+Fn2VI0ryOotXCijgoVe57eFqyjolZSxZSxZSxZQxbfX4SrhFdxLycu48LqLyEsBxEppnNjXUigTOAeZu4lL8B6/N5H8z4JL4+z9AlxvlDXIkRN4VCHB1KCP2DBQaqLmC0RzSa5zcqzESu81WYbaNwweEphzOwwI++CfNoA3KdWu6JDo2ZGI+twqAyMLLmRADXh84k27x69YjcelvhsPwramrYfMrE7lWJ3KsTuVYncq2v5lXQmci1LWjgGCFwlN4PMzwhS/s+byP5nwSXx9n6BK/F2a4871FXdKYoQTRvYA54qHEm/TQuFQnprt0VwWvVKgPz2aHi81J3K/w15keLD8ozOM/nEo39vbrEbj8whcaHBg1V7jiCtQ5arfZJWhxm2H6/xhS/s+byP5nwSXx9n6BK8euMZumqa3cCgtUFuCMf2lQtND9pcABTd67A9u6FGgn0XWvNZo+ra+36NKDNZb/I6xG4/MIPHhcIl7WZuDBowuezOobjjpr3GFL+z5vI/mfBJfH2foErwduuUzNwQxuKXHB14I3slQfa00P2kButURnHhdDzPqO3zWbjTL7IdaANP3LUzULjNF5N7XcBr+iQaZg3WI3H5hB4+zCJqGKtzq99g7jl4vL1fU3lMZuDXuMKX9nzeR/M+CS+Ps/QJYft7dbLjmT4hxnA87ihb1MEb2VKv/AHdumZ7SZwJzd2uGBH3CD5q5z4AqcdCQtTojOByrCmSOFq8hO3e2QqtiW+Np61R8rb/pHsX+IkvmWryktEHAaq/RW8LVlFOFpWpmoPPC1EVjuB3nY3gOrWI3H5hB4+zSVoW+yqsBJ3Tr/GFL+z5vI/mfBJfH2foEt7I69bs+smhVUR5zob32wRuBSp9rr00P2kzgUN27TCHbhUu/9tPO9XCY7har5aHxCi2mnA4q58Yca1Mw8cIqvJTfyotRPn+65amZtfH91jtD4FfL2vg+y1ciP7bl5SS6wqOk7/edyvlX85XwIvyW1THIPusUbmrHE5q2xw+ArbXcwrbXcwrbXcwrbXcwrbXcwrbXcwrbHH4CtlE5q/zT8K2uY5o+62iN8lqZeKeEheMWLIObHS7WI3H5hB4+zzR3CFL8Hm8j+Z8El8fZ+gSw/aOs62G+izA7fuTd+9O3q4I3Apc8KGlh+0mcCY5NO6MDxvJ8P1H/AKRexp4lfAhc0LJoH9sLJoXNWTQ1k7fmsnHKVk45SsnHKVk45SsnHKVk45Ssnb81k7Fk0PkWTQOYFtELmBOaxrQxuYD9usxuPzCDx9nmjuJS/AevzeR/M+CS+Ps/QJb2W/yOtOduBOiHGcEOGMZQAzKOd49eCKoXtfdQ/ZGlh+0m8C4CofBhjwd0dX6zMncJ+2sxuPzCDx9nmkTi61A+L+R83kfzPgkvj7P0CW9lv8jrTYQxuQbuYK5mYI5/MeCJxdag+191C9gaWEN8oJ/AqbhwwXZnGnLd+szT90u69ZjcfmEHj80icCh8J6/N5H8z4JL4+z9AlvZHXrTonotxYHO3E55xuOCOeDB8QUHi6lB9gdWlg8eAhRBhhRW4wmuGIiv6vVRncGsxuPzCFxocHmcXgXA8+byP5nwSXx9n6BLeyOvWTuuuQ3TfgbDGMprdwI8Ci8IwN9tQeLqUH2B1aWAOHDFbhruFS5/bZ5Lv1eM7cYT8k87+sxuPDYe+jlqHtdwHXIXCU3g8zi+yU/3h6h5vI/mfBJfH2foEqd7t1kM9FmEv9FmB/AVE9rBCH7k0fuUP2RpYAwu364Yg3k9nqv8A1eZP7CF8WsxuPDV7dVuheTiEcKEMRiTvFaoWuL7LVwR1LVQ3DjWJ/IsbuRY3cixu5F6Z4ldDctRB+dU3Rm2RmuTOAeZvG6FMM3HA+byP5nwSXx9n6BKneOsOdnzIvON2A7puQrjdfgieyU72/tggDhTR+5N4NLAG924R+ZtJMwd6vJ/z+rx9+g+aZx6zG49K92YHDe0LYN5FsAtgFsAtg3kVzRyYG8Kh+yPNJqFvdR83kfzPgkvj7P0CV49YZuVTaYqYGs9EYYnAviOCWb+Y1CHDpoA3h14YXFpC316jt/V6brwFC4NZjcekJ3BVPdrbeFQvZHmkUesHffzeR/M+CS+Ps/QJXj1gscqM1TVZsEcSqb3nDETOPBL8XWpfh+2mhcAwwTwdekln/ub+rwm7r6/JQx+0azG49JF9ko8Otj2lC9keaQTunsp5vI/mfBJfH2foErx68/iULj68EMbgClm7469M3iwwtJCeEHDOK/q0q32uxAazG49JF4FZsV41tfzW1/NbX81tfzW1/NbX81tfzW1/NbX81tfzVmzTjULg80lYm4R1+byP5nwSXx9n6BK8evHhULgwcH2UAblNMfzNhh6QHccpY/sH6tKs3u3Wo3HpH8XWpfj6zrcThCh8HmkJ3Cmu3RXzaR/M+CS+Ps/QJXj17jUH2cEQ7n2XB9tNE/M2GHx6R6hftJHz/VoA3A3r1qNx6R3CFL8Hbrcbes9YUPj6/NAdxylj/tjzaR/M+CS+Ps/QJXj14e0oPsDBMcfWoxOYHTR+E4WIYYg/aojdyJ2fqzt6n8dajcek+JS3sDW5jgHWmsfaqN5bOnEttarojOcriD5g/lUHeqPn5tI/mfBJfH2foErx6832lB9gYJh+/wBqmIhz6aOd89eFiGkmmcB6/wBWmTuE6xqiBwq+IOK9RXNxGp0g9tS3u29Wt0IqCr5aFxNotoHE4q4PHA5PcyLFuFb6Jxt2aHcWpjq6Y6RVz68arFxb9EHeKuLTnsFeUgU+SvY5emOJbOnEttattZzlc9vKsYWMLZDlUQaI0kjMapw3Ih7PNpH8z4JL4+z9AlePXmcKheyMEw/jT3brtNFdhYhpJhn7T1/q0zEiWtU52LhWKJyLYxORbB6uhfNeTlieIlamXc34ada1cQM4X/ZVjzPNCdLXuht3eBeTYG6Rvt/dSvum9Wvxz+w9Sf7Wkh8KheyFetVBhHhaFfLQ+IUW00+Ir/MHxK6LG+SumH81ZSeaspPNWqmHc1Vdbie0UGQ2hrRiA82kfzPgkvj7P0CV49eZwpnshRDuNKjHfom75J0pUTiww+PS09avVX9WLny8FzjjJYFksD+2FksD+2FdAhD4QtS0DgGli/mbSj21Le7b1a/H927qT/a0jT+5Sx/229X6FI/mfBJfH2LKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFS5gRLYbWq2xbYtsW2LbFti2xbYtsW2LbFti2xMEN1U0aKLgorWRAXEUVgHVON4UNhiioF620LbRyLbRyLbRyJ9IorROtOotmtmmWTVbYtsW2LbFCjWvJ5zxLKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQqNGt+TOJy20LbQttC20Kyx9TVQGRIwD2toRQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQrKByFZQOQqKGRxaLTS4pwiOoSVtoW2hbaFZY8F1VAZFjBr2toResoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVlA5CsoHIVJmA+2ARXlwNEyy1ZxX0W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlbSeeVtJ55W0nnlNe2Dqmmoq44P/EACwQAAECAwUJAQEBAQEAAAAAAAEAESEx8EFRYaHBECAwcYGRsdHxQOFQYHD/2gAIAQEAAT8hEzdGCEIHsxVA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0oGlA0Zbu8RhzNmj/wCfT4Hj/wCfTmB4/wDn05geP/n05geP/n05geP+XJc3/wDieYHj/jy0liidhRITCtip/wDyrAG3/ezA8f8AIl4MZ7QcgiYs/wCPYs7Q3LcqUf72YHjxpcyOZnrcngukgD19kOxw/Bk9EL2rw68OvDrw68OvDrw68OvDrw68OvDrw68OvDrw68OvDrw68OvDrw6wGSeLTi04tOL2L8OvDrw68OvDrw67FRn/ABIySLh9qv2eeQ5lorcDRU3/AAjRawogbEbpRn2JR/vZgePFmI5vFy9CHiORz6sSgAAAABAAf45rg0iORsQRNrHw0lH3nA87o/6cd3jN5AV0cCUaMUI4mlB8lVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9rBdntYLs9rBdntTTK9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtVw9quHtTef+CjFNBMs1EJ1C81WKEwiBwRI8PMDx4kwtSg3vU0wQCeb4C3mNT/ygxSEgIQSTEb0wPMtb/wDSMFCUATJQtwKdYZGpyC5QkH/DCBFkNz4iRQkKDReDyggBnBwswPHiTD2HwXgZprYgrgJf5YgghC/QOeRGO371/D/QA1ZkzdEzE3okT5P+JBPGYg+eaOSKBPKMtJ4WYHjxJGbQHDo7/MCJI52DohMGwIy47BjL/BD0xbbZLxMEAwYS/wCKFKhE2ugHg9Ecrcepg/vBzA8eJPh7sBSntxT7CMkTQy8ctjGC3HdxYZp5bGbMYt0jtJdlQQzmg1hnDbsvjEhsBXiuWxACwomR6o7mK98Lohc9QDAJ5PPaQhHGXRbZGmUTahelcHBF6nByEAdSi8yGBMGGSid9oQgAICUQRsPBBhknjv1S5UG78B7kQ+ZEEFj+69MW9PA/4sEseSRisitwTMDx4k+HuxJ4/Js+ceqM4zcuCEEERJNhFm7m2DiiLQU+xEsDsZNNhEoYgwPRRdQIJ2XYxXQ1cuNh5JkcmNWkAO6EOkEJiievhtSaRkiLYEIEREsUVeYEiAvFhmh8CcnBCPGvcKhiShwjzZepaU7ao8kuKIINAVp/wcthaSZ0EtBTZgAxs5hGJAIgvIcnp5FW0jooXpMtIALMB5H+IQLxbFUIx4RkgQw8nBBRmBgQRQrmw3MZs32qXKg3fgGwbGiIYsf25D/ABLBzJEAcgRhsIAgEhzIcEEIAZMbQ4IIwdpYBGLiDHI/hmTBabg0K8qrBwcwPHiT4e7YEQ5foHNLY3/eQ9UiJM9IOQFAKN9C1+iZ2B3Vcz1ThsLQ8F3I6ePB0W46N5iJdxYqSYBogTG3TYuhj1KJQABYhZdJnrggtw3IA3EkhvSCRGyBPSC9hiQHcZlTIA34v7bBHbAclAWJjMzbBEDhloM0MIwKLWd/WRx5KJAeW8ku+M07Zs4NAQ+2I8eIfOy1khMOhFEuHKoVxEgBzJPLPJk9Z8jfqlyoN34RuGxhj+3IboIlExDRHJBMhAEsTsEsHMkcRjFRYrAuAioX9emfDiGCZAUSHhGSCgCcSAU7Z2dBGNwTZ4eUNR0gC7sUrxBlzReKguTWEFrAZYHNC+eMjQfqFYP7uExYijYGJqaJcbjWgWJyRuSFAWfexp0ymQXKJA1QouEL7aPZRBwBAkmyYDbDSGwEwBsQdEMDGAkGa/mgNGJEgz8JlITuIEsYkC9CQYncsw2A14A4h+FBRUBiLopnmBFgTeUNOCIvydBYosXq84BTIelI5Aj3TDeFhrEGgDNp7Y43RT4xQkMS4zemSDbDkm3EITEQIFQtxyBN8QiE3Kbd3J+YAnAdkVS+uCYXDNBymwgCehIqGLRcQJiXIcMzJ5rvLYNEFrQivFZIb0SfCZjImZ+kMQRMggcHM+6Hv8JF5Zd0BzF40GyJIgo5YgGZykxEQOQMbGZNlyFk8j6gg+SY8j5/1NiiXEQOTq6BNuZiEIXPPxABg5MwTXWxFOGqF3Odz1b1CvKqwcHMDx4k+Hu2iDhOhDNkUzRLXj4EAGdEAkxA8Ep8zAsEQ7CT1QLwIAsCZjgKHBDpdYM3IZJji/wAyZxXA6qYJyF+HWSEPBiyBM25At12mAE2sCBCi97qBRGfErhiiDJDxxJzEdiownIEIBkPeCFDRyHBQUIDi5JPqZMgCsTlE2dA20SMRW7DV2V/D15tPUuUVEAMDAQfL9EA4xSTGx0IYi3LYIXkIdCIcyYp+YMAFwgciUJqztIaBcmbNGCIJthKD9Jp3A7TOxkD9d+qXKg3fhSkbbT9mQ3RBF3bdSBfC3JsPkwL7iBOQN1TYA2v1gdA2eyHpjO7qi9t0BidE2IENec/XTZB0Xnc1QwjYxmgI981oA+ADIW+GvQRL1R2seEg17yCKPiCKCkwHVOCYlhcB/OxAx/EA6JrXx3nXccbWhz/hMP7wKlXE3foAHJIs3M/0TSPLCAYiwnZfVObYY+picIuC1qYrQIvlkdAYOQsy8WHc+bDQsM3W0RvFoDZHuX6phCCB3X8KO4ONXYXMn1ALGI6j6G8WBPv7T+l06iM+TIvJU2RCQQAMAJBPQ3HZtjrHogOHk+bjsh+S2JaFrWZGfKwaPWbNjDNhy2TdQXsgOe5yUPcwxxOOwQYIQEpHRNvGYm57IgdsKV4MFQKH0ZghAYAwG9tCvKqwcHMDx4k+HvWSRGGiN7qYAOQQyJMEwhaJcTlsmOkMRdw12CNCQCLHDIqB2Z2wAZuiESYLjgAeGb9FfPBetPU7WKmXoYuo2b2G6RCkrrLeTydFcrHMFOuubllEwDzgN4CjkznJg94Fpx3GPoYD5CGwxmi8oxdrn4IEYhMBJ6OYIVvuCvJtKMZqSAwL9ABDd1hOBB1clxggGDCW/VLlQbvwvBtIcMiGP68hug4GZedEPfyjTYDh2XUD6RvQekFmI77BSzHskjl1PggTEScwIeSaqL1kAxACJJsTWSxLNAxckyrjmaJ/AsrC7nXA5Y/0KSqhBm3EX7TDgxiwMJp5v4QiXFgc0XAn0n3CGiclk7Yx2eJ2QjBsIy3CFAWpZJ4Jz2p2m57iUfYhsUgJRsvQMCDtd93I4hiFBas67DAlB24N/WyB7EGeaLEchEmCHCHbgxhYljEbScgls+/R4RbwRSBcDGbaI8FXG4kL0cBJC58EEU/eAc8hH/lhrISTU9lHVJITfICXgqRXLYawSuICmY904QrTyI1JWMCDiLDNGaJfiuBAZAbVAjxApnrPmgvzcpwQj4Bo203uQQ+TEa059ghDzddigIxFMx9F4RPU6fRRi3I4Ee29QryqsHBzA8eJPh/5mqXKg3fhS9wIv+vIboxMQUWkgGOQPDnFwEG49YIVHuECbd/9R05Tyv1LyFZH+CDYmbYBPksgZ13JMdxZMGwjFACfDgGPcpHkgi2wWIMWieSi08WI+rBD4XC5ZiXUITwmDzAorMnRBAuMgYzRmyBpsl5lYCGDydP+jsaA5yXxPjZZPUg0HQtfNsBmHmQEgRMUKQTiABss9x47DQ2cB/aeA9BaQGROIHbEACjZ3JWTHYwJJLAvY07lCTx5Fb2yUbn50F0bApTiiDBtLkI2EQhAMS5EYEc07Gnke5Idt5MLe9vgbXJB4Alx/hOyGU4AyNgIhRBXk3pnpgUyXVahdfGAWAgFF5h0C29pYnnk1nM/WCPCZb2AWTSCiPIaIJ34x1sQ4Zm6p4JOubrNR0AnJC5mR4iSF3Zwv8ovsZLmU4TXRwJkM0fw6euxpkOII8weLqYogLbIJAMpIKIaZgR4E2he9txmgq/z4XAe1CY8FWoKDyjOPPo2zBOURwG8IuH6GuGELZPPeoV5VWDg5gePEnw92ApT24p9hGSJoZeOWxjBbju4sM9rutIJjcg2TR1gCIAQuQIIPI7BlnycXPQInBQBeZDJDXHUAKQdcWqlQ8GPnsI6FnZoGAOXXm0DVHAAsB4Ilg5kj5jTZ/hOYEIkMkdNoEtyE6BC5HlCLodocXKQCCeQQm4mk6EigBwRamGwJwSgg31rZB8e5bg7lUuVBu/Clbgv+vkP+LFCvKqwcHMDx4k+HuxJ4/Js+ceqM4zcuCEEERJNhFm7m2DiiLQU+zYQEFlidpoH8Q/iIApxEfIE5VnYO0Rmw4gvABfmNSFiRwcEIWMBgf6CjElOInAJEmOIBwGSEWggBiBHJMdaIYgXxbJ09eCJ05cgpVyQMiIi7FNgRAgHBC7BBgzIA2jyAUcpsOAJFrBLn0Vrw+mCMHiAengR1ZO2Gg4uFjmDsbuJcIpBFMek4+RzTgTZfQBMG+97QoXIj2+gmnFaHlgWEmwXAIxuEDvKZNnIBGGBiTmDG+ATS2WO5EI3Sf64hzPluVS5UG78pMR+vIcQBwRhlCWHbC4hcwUhOQM4jOTLESxxNJ2oFw4lvgc4FptsIA5ADHg2gMD7QA5Ai8cQKI0iI6+cUdWs3DuNkQIDntAEkAhxMfhoV5VWDg5gePEnw92wIhy/QOaWxv8AvIeqREmekHICgFG+ha/RM7A7quZ6oIE0QiYrd8RuMLp8+qPQJS8hol3gsE3nQoHIg2nAIRiGIqUZDmsulyEF2xwQBc4tg9xaRu41VmUQdFRyEdUfO9gEENG4wmwD+TlsuXRdqkC1XYDWGAE2ozQ0sadD1MFB65F0mYBewETegJ2SE5QYEAAAAAIADZbS72aiAxRC6Jj6ocY8shMj20AJgO8eZ8blUuVBu/CGJO7M/VkN0AqsieAWPzbsie4DzMJlokxhaIYLymFyZcZtA6iF6BMhuwB1BKcMh7wucwnQDnFhwxwRoiBC3UIPqgoQDxiFyAM493KK9xtcYI8lEUMD6xCFI2eDTu5OdG8O3+IRlsNyQoCz72NOmUyC5RIGqFFwhfbR7KIOAIEk2TAZHiBBDE2z7DWT2Ji9q8uK0MGcjlmoK6wIHvTNvm3IOmO5i0ybAMVFmQSO5iT4VhwEnDdQPbaP5C9We5sJWxoG4oyASc9kbEzNMIQDKFpNyEo4Xt2QHIIO8oah7yVzoVMQRWALjuEdQkAshiHYaaARDgi46IDM4dIAIjsRYgieZYtyCBgjWMRLRO5JwiyAKRADAd3vGCYBW8ICaLoshsOB3vC4f1AQiXIE9kUOg1jP8Q2Dgk9B2v6FPRe4uEMxsCALjkOCuFkLSYBMCynj9rKARUojiaF+0zKAHJNiIzE3IhYlUN6hXlVYODmB48SfD3bRBwnQhmyKZolrx8CADOiASYgeCU+ZgWCIdhJ6oF4EAWBDLsHDGB1L9kSDYhpicGYt1UPojbJAjVBfYhjnRkv2MLkgGTrsCmGzJzLjInaqVe2AIqI6jFuNTHzIgYsh5IYBAijcSEIAMwwOZHmcZolg5khup0RXuQ8UNthegNg1QQuTEEOQMeKCnuQRpRWbBukELhQHMUR1S3rxYwNxRhFE2J+sUKBDFdMSL9Qt2xQuExGkRrA7MADk6EUyg9y7m3L7em5VLlQbvwg3czn+rIbwd/3hJtzJY939bAP4cZNgClVyjSPQRKMlRL3nKDp+A8sR6U3q7V2NJIWULCvE2KzsSazIbNH6MgWFkmTnQ+AB0sCCxbkgSm0S6bYGP4gHRNa+O867Gyh5xhLFFyAQrC5pIkdOSQCcAzEoQAkIK6AGdx2HAGcMEENnkoCPQY+hCc+TZEMVwIPnaGw5uMAk5W5yABTgiLuTzWI8oC9Ig5IhoMDddgHYMyzNHcTdCp2kX5OuiQmzM6+bJhlmM6PRjzdXXVQPeEAOXIeWCO/6DQzAYnFB0YLyKFXxHZiRNhsEZkWj20InkYRTaAN4dQQQQYFAHE6IBM4RYAmIRBZofQ/1BgRTDAyctgl7wDzFgkLHA/1AAvswHhW14hZgbtrusCM4Ms3VDuo/HvBiSD9gwfUIHLvgfdoV5VWDg5gePEnw96ySIw0RvdTAByCGRJgmELRLictggCgckAMDVuwlhQMcgoowqHCNzYdWfa2uWHgDYZpRcC1xFoTJyOAzrS2wlb3PPcgddxgI+BixDJqeJzMk/Bsccm5H6Fq5J8BQ5OhQBDabYC4be8KImPyMtkOXJF4iHU6waCSzolx1mTskLDgHmMTyQmwDACQCmm0PCIPVECJWhx3JKNB7bjzzuVS5UG78CZQgN2Zz/VkN4EHTIIREDFoTsGUI43kAQE5ZFEuREEUZRrEOK7BEuwMsF2gJG6GKNOUwPBGuAPmEBITlxIuYo8CWFIEf8BOw5myPCS+zGIYsX2sdnidkIwbCMk9kgHQJEIAB18FNDv8A6EXI8GnNc7CA4SO6mNgqROYQLAT2DwoRItE8D5RjSSSZksjshUkI8P4JrLx2nJLJBXQ0kBOsuR5JVzcE6xhetBDaZ7CMuyBMP1IGaM3wYOoJ8t0Usmvz/gw77JAwANkNUkokBRpC7cHnsa2PgbAxeSNWXLFx29dEO1xByQP7lB2C4G2m4QdhpzTW9VWExBsXj3RWIJCLkDJOEkaMQn5ug9//AESAQgUgMNdfBUZtxbAdVEic7A9Ucng39rE44lMRml1GwZwknYwQmNSIiyTFgZFPEGoC0TF01XfogXGRG7QryqsHBzA8eJPh/wCZqlyoN34ARfeP6shvAyhNEYTXTx24bH+6Q3Axw03ggrdYNwVC2MdBMDaM0e4XDkTBA790MRAAEIAKGIPAI6LlicZhzokuxhLFBGUKAsAITUMFWQZ42mQVtgAYjkppVYm5Ll47QZh5kBIETFCkE4gAbLNStw5mRXVCzGAPL7CBFWCwWjHkigh22IYJFfkpEHseEKcXcORCYhFA1jgMRDtIg2FQUaFqcYMVoaTHaEB0QAAAAAgANgotjkmMB52A8MQks5T/AJL2izkbOaNHJaobSWhgmHX/ANncpgs6iryvuaWwZniAYFaRztBmoMGByB3ZBH4OOINwwCIeBzcBZwbpCKCiChBCIc2ZxQxLI3aDqUFMdvAzIAfZ4EizODeYIsSsR9UMcOSMETFoHBthJIQHIJiHoNsJ+ZEsBiztTk5sAu5ZoLGnz2RfzYGIWOBHlQAxBLAWLjqEZukSDgjoJBHhXmSkDjoShIcc7DEvWywUJDP9ZNgF8C1mUAxmQXgo54OSDjNHCDbtCvKqwcHMDx4k+HuSAEkwESSj7DqtQOWVXFPimdhEAWxc01cSINsHuEKNNnZ5OjUETHBCBxT91hxEBlswukEFBIhJEFxtcN5UQ0/R2BjiAS4uTy5FAAQEoghTg5CAOpReZDAmDDJFAqm0CGUCcAXBGw9tWeSeOxhiEmgsdNE6ETKEQkxOhRjgoIHuUbARe4jSt5CBigM2Wsd6qXKg3ccA5ZAxt02PiC5kSbddDmA4OQ/4sUK8qrBwcwPHiT4e5cmgRNiGXIsQn5CfHYT7aiz2tmncYMWIMUTKMM7kl1QkPWkHfsJMb8cIPAT6uGEmbOxBQvXLwBs0DoQhbCc0RkMAmds4KJj4xs6o1C8CQB2OCBtNNQBPJ2uwzHQJlkNyOysABMtIALMB5H+IQLxbFUIx4RkgQw8nBBRAAYBHFdQu7DchnqEHMRwSQieYIDhXQ9BJBdNKVoFiRIQEZmB+aP8AUSSAsElryhsdi0e6CJCbEIMwE+ShBiHIg89A4XM8xwCxBxBaO7VLlQbuObiZ7xSHEJgRDzTUpbAHkmpzRtweQ3gQLgWm2wAOQAvO6HBBGDtLHTROEYTQAcgReNhIBAJDmSao2WEB0yAuKJUxgOE4bwMgsDJiISygSV0kzm24QAkgALSmn7YHth0g0A8MQRRj0zK1DTUntvm47tJgudbQ7JkB/FRAASBBiCEQByBGH4QEIAESSmyMxDB0CllESJzsD13qFeVVg4OYHjxJ8Pe2ZOXy7Bm4ECoy6NNUSuYowbloPqji6Vix9yMggLEeJUODYSaUDEJeXO5AgEiOsjXhWllwNdrrFJRMIzPJFWL3hDVAXHIYkwMxvHdPCZ5bm0BD7Yjx4h87LWSEw6EeYRq6hd2Q9EBY3uNFHYRfKGYPYIgJRuSRYdQT5QJ5YBBBzIEG+9ECEgimRaSDAgXJlHcgIDQOkdhAXMOT8Bio2chhmODygG3apcqDdxlqd84nFJw2AKAENhRbg5DeBXEWBNpOyShgRiAIi/Uwi0XiEH0ETA4I9k3AgjgtQACjciF2NkEUyLBMc0gzT2FGROAgQyIwx3YhiGQg4JBawDtgi4Y2vJ+iddx7kB6TMcAytEaBjsiTRGYpoHtYNqg9sIYOfIRG/wBAs+448oHzsiIpWO7C0Ul43MIWVRgIBwbBgE3UHhMG8CBI/wBQKzMEY1MCZtD3C1T5kgNQaLIaIIuZQZgSDKDhsIGF6tUXoExohEFL0DZgiQeKDWAIaE8Rci2d2Am/mEScBAId8IEF3UboqQk4iBoaBB0Rxks1BEDVWiJkzPwiWP0LBAM5AvRad8AAZIXFOYPCFEIiZJIoUuJpFonA9IoRiyQQ+4gx2mWuE9nAjwdW5AN8HhlC1OF+A99EzkEJYH7iX7DYNlpPP/wtT8zNcyFA/AGMi8W05bU2wMucdhKMdYp3hE+xNOSQ/RGYUg3QAg2GKHR3AiDIoud3qFeVVg4OYHjxJ8PevZJgI7HsYeWBy/pQGiRKJxQaALAYIwcozvT0TZyTWLAo2u6MLLgmBiOARhMIYMfEwBg9oWHsg4egiglhG7SYB3nZLGIYoV+AEiLPzCAAAAAFgRvkYDyKlRADAwEHy/RAOMUkxsdCGIty2CF5CHQiHMmKPMZAFtrJ0w2ze2tcmQCIJBaTl2n0UF5jy6j1ToBg4gFEwIz9bDhm3iIYE9zghL9jFECeQs7BkWgjliIBi3nnykPG7VLlQbuKtN80Gv4xzG6TkeDkN4Quj7jDuRMiHsLmlmjq5wRB4EQYm9YR3YrrAZmdh7QYLLDMegP1QNcgaAXJgHok0RcRuqUd1gAHkKFlcX0RDIzAgF7gSmouPZf0h1ghg7UKjqlQpeyEIZz2xFkA5kgim2YwzTwiX2mDUAwl23mUSIQ7A0lGCCgl9bBNlSxvGIxQOrc1s9LL8zHMbe0m9Vp/imR/S0Qvj+kAEJIjxBfoEAYmJOCbzaozag6ZZh4uroBFzAaS/JMOCIMLzGPKLqoQHhjicdoMQ+iNUCCHEk6xe2OiCkLyhG1op3PJgBEeiZkq7emSEhiPK8FFsLORiY9B87A0OWLAhkWeVjEFCKyCDEUpf6OgRzBMWbpNCPRFpQCc3oogOTd3GRCYBQePX0bfK2RVKc6I7c7XZGqiMo3zF8FCRljsKEIISY4O29QryqsHBzA8eJPh71t0WFCHgbC+I8YGXwcXIrYWFaw2CwJc25elG5PmCIng+L6Iaa5M0RgjEXAi+GATqKOmCigYY8nynoiGefou2RfZ11zhHNAa2MA2Wex/8bhCGfhGM0XlGLtc/BAjEJgJPRzBCt9wV5Np2G0YBY/QHDd1IjYSOhJKCAIABAAWI5EmIxBcJHxPjKBIjjkpeGLGf0uTzK4bOxh3TXNMgYAssTSIcvbh5MzHqnSnQXZ1ZbXRG7eqlyoN3DAEyTU575LB0Tl+KDlguu3bbgshvBnEBAHmPDAKYJe5BmiTikhl12EBAkf1IbO7KeSMmEIYjBzwEkc9UDijAOZ9IZwYZtaRDnuXRTC8CUIc7L0FAg7XXdykdzII3GKERmYiOacjSGwroIIVkfdHMUhNEajsi75Lchik3LrtKhwUMscllGg2E7MJfr+QTLxyTquBkLkdlIbWo7OYq1GQ3a4twSBDsEtc7ILUWDYAIPjMNxLYrHi7Gwemxjt5IPLYN5BJASzTjLpsdbwBh+f8I06Ex7IgELRFYFQyFhzBF0ABgAGCzpGKNozRIAJJYBFOZtG+IMtoLWEEjKBz9DowK5yXY6I7JT+2qWsF9tqO4VkzeiOnCAMY+AISxQuL/wCdr82sRl/UNnkAQ9iAh0E5OAoMUSEnE6IawgwG/QryqsHBzA8eJPh/5mqXKg3cEATIbEABLgOMOKfkQAIb70pohp7+Q3Q8hsoKz/iMSAPuw7h5IIwEYpkA0gzFBFpJsmAnMQi3kQ94mmxcxCFNBAdcyRBMMGT4/g0Ae5LKMMRDsGbXM0HAW2ixjk6OOdCzBJfXY2jUNYNcnaES0VNmQWl2IlMRk0n5JGaGvFkOQxgAyZsDIwEiOLlxQAwIbAWRbYQCYUDEObEQYotQjSEqmiamuInqrW/ECGSBjJn3QhJG+2QERcC17R7T9Oia54IfmhW8SxsBsPFGEaZ0QEWZYtNsS75dKKKYOFYEwCPBxQZYQmIhiYifxiYgYBcGwrcYgmgxGqdTqyYMgLguhZyLOxKbowuRADBAagAHUvBM+KFK7g6KdFmxYl0GcxyAbTmLsjlvl3U20y4wI4+kQM0XsgQmzoGCCeEjWMhmgchACdiQ8nYxwEVpERDcgKAdYZAJRA5hAQjoONcn6IQJk88pOiKyL+k4Ig4NCYkdQPcIg1yi/ObOQCbAgEkMhYzUYjwni84DFE8MiNp9UZQseX9iJaAyN7ooV5VWDg5gePEmSPlRoP8AMApPfBJjkCiygvcgyZNckygiNhXOn3rnQG9AVnCkhLiseKbcm3FNuKDJtbim3FNuKCERv5D/AIsUK8qrBwcwPHiSIVyO556Zp0iMDtcS6vf+XEyCiV7s1Q4GDFgA2whQQebigmR+T8RtsmxcOwUg3qHj/wAWM2ZhDmWDNEKWwcgAPfBzA8eJImQAxBtTrTsSk3muP9QteRm3Ef5N5IpqhJGRncczbulE0AMjwSQJ7ES8/wAhuBRyHDA/iQBlrQI6kgERgFoP/FOfYgptMO7OyclrLvROZPBzA8eLIh5sA4ITR0iNkwjAMDmrBmC6rFBJfi+QP4hhhhhhhhhhhhhhhhhiSBbvUEcgkHBFu0MdnkhxxhhhhhhhhhhhhhjzCoTwTuXCEWY+ibiA4mEKreAAWoXwgrEWJsCNgRJ+c5hE5Hhww5u3FPM3VsPNYaBAASBBiCP+ILWYhzNBihgXjiBNhGAs4WYHjx5wVWFG0JomP4jDDDDDDDDDDDDDDDDAUwhx5zdE2oyZba0P8S7bW/gfYicxgW92JpG5uMYYYYYYYYYYYYYZBfCRH3IAAAAAWD/HBbigMEQhEYG8IEMeZ5hXZ4QZ1Eu8s05grSf/AIR1CMBCQ1AMh5CZyUBATIOCRkITYBgBIDhZgeP+HPSfMuujVNDINsMOLh7AgEAsJ/4RNycNwUQCJxuwqYIGL+IERERERERcJrYCAg77jhwMKCGBmcf6giIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiMOfcD3TKHrpMunEzA8f8ObstXlhUeITrA8kx1v2ECmeUIiFgT/AMsW68YOY/8AA5geP+JL4D82G+HZNwgGB5irEJLaBAtWPdv+WFgK15P/AGXCFibfzA8f8SRpzhFoKhuwDyqgf4qBf/5f2Wrl/wDWtJYonYnOzJgpu/mB4/4szGCINO1Gv1MVy/yK3V5BVVg44hxuQwCM+AxFpifH/ClMlCYJCHbf9oQdyd/MDx/xpKLgLJ0+gseyrl3GgWNpAHFIjScIboFvMq9kYwHwjZBlF45IoSeSLmcCcOY2NeEJABLAASShA5Mm9P7P/u4LMo7TQgQYdkAvxFl/rtB9w7cUcN3MDx/xpZMOgA9yQNgwGcwLs/TiAzc2N1XdUTCdgQbA87XIJvHgEByGwgebBjHFSIm9E9ztCORrHiE2HoCxL7FSQm1OW4P+5fJnnbSBYwBSgl6wgMv9ZxgiK1BJthOd/MDx/wBGWiQOJyQrdpB87HRGYwiRe1QAAAAkBwG/gYQI0MmsODz1BXqLP2BETaSRzof8UkwJxT4RfCIDhAi8fi7BV7gbVCvKqwf7ElGOBmB4/wChJdFICdVqKwhaUDgMAgoFyAcQFyHQPPRFmFi2vf6f4hjBgMD0Rj61adUf2qf7RoosJgfiwtmY/vtoV5VWD/AHMeOCAO7OVi04tOLS/wD1AiIY/ulyz/kJuBmB4/58jJBcATBkjXVgczahMIAGAFnFElhBSGbkmZHwQWTLIf8AEptyyLx+WbmOwzfaoV5VWD8BEM4uhfgEF9NC07jx8lxphNNXaLNcUEoE4I4P4swPH/OkWIfcrgLUNvgMfN44fU0UHuTfx7Fyg9DcTkyXSprRU1oqa0VNaKmtFTWiprRU1oqa0VNaKmtFTWiprRU1oqa0VNaKmtFTWiprRU1oqa0VNaKmtEW+AAWzckJkJIBBjBVpoqU0WIV4Jdopcwqa0VNaKstFKQRxg8F1Gu0XAZaKrF3HaIApstDyjL2aRxYIVlJrHk12goKw55tx4wDyaY0u8WU1QpnNFU/eq/vXUvQWgHRdlYbFnu4B25g4onYnY570Cua1PfnXmswIL1XBwR+HMDx/TJG57K5sShlogESP43lTGuAR5zbXa7neUIrKAcV2klBoE8XyVgAP6DYNymeo8QpLgBxMNR7IcRRomd+4444444444444444444444444444441DkJAbCoLZGLj8OMcpwnO4aoAqQg2OvIDJGuwLkeMdsD4OL0WJukYvRMSLrQJgFqMxMIggctE+ESN4y434k/GSNM/WPGzx89vg8CavB52AwvKnwAeQwpFGBTAGfoECBiJGp7R+QLhrKZITILCI/BmB4/hkEWYYGDlrqgftUD9qNfkczu2jWi5DABGL/AIDgQQDHwuBoHMCKCiQUY4fVdYGmDcbvwD7JJBNBQ8veyyQ2GIYCDDG3FkNgi6o71gRxWC8p1wCGIF6IASTAWlAggEFxuxu0F4QaiOGLmRxYIBSsI44oxi4MMXAVDRHenhDzEiLAEMcgAGwmAHTgiY4H6BeccEPtUSP6QFaTPDPyRkOZ3IkMDuhXNaL1A4Dy8RhwGpgXIg1njMfMA6Ev4oxuS9zY+wRCkYI1yBPiyEADmMZxwQG4M4L+TBRoPe+AwxUHg8qWAwRXjZAfeEAC4EjCcUfBe/f14IfqPLpmFUCVAlQJUCVAlQJUCVAlQJUCVAlQI9/fZtrgkClNJ1UCVAlQJUCVAhCJLQLWQHAkYObkSQ20MYROA9IlsBLt78EOwCxKOJ71HW58WXYMUcAa13RRWO8JEZBvH8KCAGcHHzA8fwzktpAkIo9RsA3HIWlcAi57pnWgIhELCzYrzgne0t/qbEOe7LSnNEppjP6FoxTNF2t/C+U9L5T0vlPS+U9L5T0vlPS+U9L5T0vlPS+U9L5T0vlPS+U9L4T0j54AIRB6IawzFG6YJwgOSJigGDCW6QtklrIbi7mIxj0sVBiRowEgmzw7lD4JIDet3BqVDrgRjpuFOT2jEZ5UmIBCJG9ViiugMzF8R0DdeHIIXt/A6pjjGOspunAJjgfpiOOCeULnZXjj4U2E0nscnymCkh3EhvCAAAOA4J+SMhzO5WmQklgwoJRaq5sQvFnRHBBYhFiBFAucD8S9b7arf2PLKIxlo9HrxYemx6Bo6ZhLkj92hG2JpGyLiRyKBiPdC3TpX9zwh1xCDBlvLFaoDbGzwGG0LmYogQ+8UQByA1IdEpgHaN8jDBBbAHOxHE8ja8bdBCBOSMAodnIMvN3ko9u45AelH+MG8C/EgwA2AGwRggkCDao7501mvgg5gyfFue0MPlRAljFyDe2m7A8bMDx/DOS2lhlp1SEgKOzuBERYg5PYo8oyMchJhcMUxn29VuygSQvGCOHkKLDEl8nW0cLjggkImI0emD5xve973ve973vBEL4nhqCKuGXOMj4zMEgSDg24cjADkmxO8ayj/BijtSCY+pRgYrfYjbEneMeSMBkklxtHRcgcHCBGoT5ZMV4sKl3r80UGC+clFJIBgHtRrXuBoGrtgwxwi0FPnPjuLRBwhFRNEXkuN/PhQa54Ra5OAdGA8BZiPpFTpnegqCJCkxgBbRNNTqBBrjghmACbUKyN1x0UdsaDINy5BgA3Ab8GNIEzuCtEPLsAKIqygMMwYUMpkAmmvPYosMiQRANEM8eYB3guWcD5et6ffz6ojjSXQ0duLA2Ibm0FFmPag9tt02l5N14ZCulO30MEemJs6GN78VHq7AZebvJDgrQiJesN2Fcp2YDjinwFcaoimNkvzz0UJxRsDePXD8ja8bcDWq8gEduz3DmwXCg5zO01PSsQH4moofkNgWbhiIqOXXIwuwUOhxKPSBeBjAMhuNyO6KYtK48XMDx/DOS2htSS0OCTIL5I1GOYdAZCMWJl1vYfVNAM7N3J5lAUVuzGiwwao3OAYDP2GPxArGgaJBASKOQ4PElkMLRWFQoH4AxGBQLhxEbSWDmAXN7JJr2gUOR503E7GVmLsAf4jxVoGQE6LfIAAAACAA2BhFoYO4yUeAXWOJYBGUUIN5J3OMUcKjuG4TPfwiMUEoM5Haw8NY0o5C5C1rGHJ+C/xu54D30TmLxiWp331AeAsC8+lFIeqQYHATACHoYoS1WkBskIF/A4JizBY8ysIN1SV2KpA+TD+FDLBuDdg1pAmdwVqvRsA8mKsNLDQAoghrm+Z3nYJ5YjZiEZwlCDILjchHAHM2iuq5PGkizP1vEHiChjs9o9UCABBcG3inZQYt29rnRIbyOEMj3vI+XFEZ2w4kCrUQOxx4PjguCCYxOEXfgqTBwIYxV42cMVDUmXpqISGwuQ/vDhETOYOGZ3gyp+1U/amY3E2oBlu0G43IkicZdCedAQuF/RioS3Lgy7BihUhWAgBvxaFa/6KEz48sdIJ9JIYiQPJcfieo38248TMDx/DOSQPwbkMAjN7CWQvJ/p4VubtXpmUYvoy2YCzyzQrDsAwG8QCCCHBmE5I7qHZAYwYWrBccFFTBLqO6FXXMWlcRxMLORH+FeYkIwvK0YKz3E7Ckm0F1/jpl0YkwkMvO2I63ZA+4HUbZhsKcxhX0BgEOm4hAybUHZhdyFgZ6pPjisQxDJ+DE4IZsL1F1Qc2IFwG+QDGsS1BQligTCAYWLgimcwgwQG5xxw7IYQIQCWjYhzURMo3gzTpDBTsEBt15ZA65A6dkyIIkz34ppind2JLDc444GCsHpycTRCmykWJimCmyyL6PW9DN+5oHTsnuOPryZNxY1gcddsRVD+3Bjgm3L+BiptfSwXBNFLoTzoCbSzEmd54L9DAycjgqNGS9HDtpJ9HlBemoiHGAxAXJIYDEhuxN+BCp42LefanrYyW2cvJCQQCAAs4M+Plb7xj5ToHDEw/vBBxCjAYhqIoCKxA5idW8PMDx/DIhokpAwMpxRg1yAgI5YqDso6uIhhXm88I0a7Sq1GhmkJMbmKADDBwmChUU0MARDPEX8MOfIHeTgiaKe26mzkEIJCADYIjyZmQ8lSXQdA2/KaYiJ4HDbnKtxPpwBjWN6SG25PNMToOAXsDsSQzgQgJAMEw0RcibdzO5hhgICSBAdki64nmg3hD1YCBCJlhJgmXQO7BLwdzhhgyVicQ2YqKjaCEgpRXgQ3g/ufyijcMXEZ/ceOLeNRiQ1EXhxCYHZ3ndS3xAhIACZKZaT0Tdi0VuSVZR1QkOJDdib8CzYkJvPDZ4BpEf4UBZxOcXoIHhTYBe9+KLH2kvIeIzR8OAUTpdvfgjS7Kiijt9/IjjwQgGHD5VVB/GJFogiJkMJF6bhJgnqEx2mMfYcLMDx/BJeyQQfDH6I6pth4howT+gDAdzwfE1xpEGQuHEioNLm4IKAS4ES6eBDYQC5UHZQlcMAwrrh4UoGj0R8UZbg7RD6qwiQDM4vbZbQGz1j45pAWBpgnWEJp/wBPXAjlOgE2GA6nwgHnEX2s+DU4BVuHczlKPBv1WO65S4KpwHAa2Xg1aRAOzd0UsEDgi0cRsw4J4ORKcZPaUgybZyOJ8g67wsAzkMAEEDeLSOc3IFIWRBEkBYCVc/BBrS44rSmkMzqxPLlOCIsPBghhxBhIHvFDT59uv5MeE3VGQEyuCLjl2B4F5xRRYQwJDfSKZgS9f9ONDwLAyGA44ojMQQC+zyg0mnDR0lQN/YXjg5gePGkwDmSbwT3Ddjde5qMiIt3scUEmMGAl0vY/ENmOZtK8njDsGwECgtfjkLiLcwzWC716ZhAK+E8heDbmGSD4NyIHfIRchWlRb9bDyEIIhdQJaa47QZRAbUVY2ciWJWIsqmQSGBWqXBOKJ8fcCje6D54ISQjrwb5IIYCYAWDgOxkDCGZ+Eq8Agv2UkEOXaColaJWqVHcIgYAAvao8G/VYpAiHBi7qiVolaJVxmbBc91U4DgNucreUj76KNgftSybiTwodQygLsOIbBiMZhPpL7gPk3CACay7iMNIME/C9dBR2KwDwLzeUMkGwOOVYoczvCKTDnDSOpgnrHBSwJFivjWDHgHWGHM7gnBi2HbhqKb2xigPvBMcJT27rzj4/BCQL6hTLS2leyiGC07xGjRADA+HwBmB48WQhXdINGzYMvKwYIBIZi+VwwTtGYkCedwwQcgzADAfhfTOohhYXFFbbLFQdk9kxS5Efy9m474mgTCcOopakDEQO1zGgu8NllYYPJ1bvgSOAs2FLAhILDQR/ETKIIIJHHkRBFMsLS2B4DQjKz9TzDgOZrPpns6YG3ZrMvPCZYOcMo2R3bWtZs6yCcCgmxDHYMBvnkTBBZdfy3rWta0aaR2CSPLgAGdgXgoPi7glpB0KZuITIc8cQ7YYJusnVsqPii9AveDTaDijyQTNia8aeiJFhQnLwmXA5N5PaENFYCAG6QiQiseO81xy87ztViCJleE/oygpFmYqHz4FtHRHr7+EHUgQQCC4MjuuqcpMzQuYjkmXC7EmbQXkYYRio1DFdiXc8/wAQkrVIWDuwTU2ZllOCEnMCGPoiJhIyDGPW/mB48SZ7Ok+UI2Y4CQHkcX8T2MkuC5K1kPCC2ol1OP5H/BoQyN4T2AjgdjwIvMoceAajCaY6EI2MXpvBJAuRNVDIsMzDbZA57bsTSIHjYMvXVBfR28FYmH9HXohAgHBuzkUURXLSAMYmwiZUWaB8CoYvB12O+QsJhM75WCAAAAMBIf4xBBEIOGT7lkgY/AR9WhQgvdYA+CnJBKBOALgjhMYnQUTbuo6u25cMwVvZZcwHHhOZMrciAfewUtA5QBF7CMhmHD6gNiVrEvI3I9uOS5iQE2cAF26CjxXGJtB7ALSj0ScWYfm8UVvKuYBeaIEACTg27XhCw4HLpAC8p2KNgcOZdNUprNawQyaYmG6KdFweVHV+S315KDxMUkCIvi5L1uHnuMrcSJQX2EbFmAK9chfZ4QynkgGI/tVHH8VFvJvWH6JeNCJ0EWLLI2+CdOTmtjzk0bhtATI4GG9mB48OR7MtRoiJoHEGjcBGhWQ4sBuTwUMYUCAw2AIQAJko+BFgnOIIthxhNORW+3YY/hEzJK8rwiEpiwMutxx+I3EmH8DjJM0J7AtTFCMtwXBGEHkQ24AgI/u14qYfIhAggERB3Btsb05IRlguju8+6lYQpJl7TKis8ATohlXaHsw2RiZiLo8OQLNo8+ibYJhsXeQUQJAPFOZRnZFAG+CaMmMcwbBCwbzGTFAG02Duyj9mRaHcup8f4529zgOk8iVAxMPhNvJNqAQh4JUKzpVjqKkcxYw9jgz1a+7FQQCgXEQfGaCG4GIRGpB7xedpvABcE7lrXFRATyQ+iDbAMAJALPHz3IGvkIQWQMAIhae8F8+mDEWQvCnNAuphltPd3QGaQ7BfPoD8RcwQJFWh2OQx8vu1+FDXAsS1Guzwh8DLxYUcAJj2gm3mdwMkZheglALjYm5guYwDHFZgqjjsKWwHJuCAIO4j1bl11wq7wgEBgFo2Cp5RAMw3brrrgUUYwkCO+0jK5yQgYWmPZG2TghE/WCZbOTwO50UaqwI329mB48GQEIAESSm7lXU6dUKQzkuxvpyRhAQPkGqkKUDY3zfUm4JnsWxFiNgJtOQT4tOBoi0NeEbkwbnCMVDFwptGLBc0hQgXg2M/CFaFYSI3G0pIBhJCb9uMBymAEldC9CbbAUFhCIDVDWv2IzFtsIFdMgYAQACIc9gsAzEDghN45pocrxggYBGHbyv5IzBSYsLytGCB9VxtAXPaiYN4TGAMFh/SevC2PYQ7j+KNLktzaO0xjDJLgjjTJgYDXlFD0AGCEKD4jTHG5n5RTDFBwMEDcg0BscWZ7BA50NeydYE5+i5YsogD3XnJACIGMAXGRWMvK322RlZaj0CguvecZKh6FR9Co+hUfQqPoVH0Kj6FR9Co+hUfQqPoVH0Kj6FR9Co+hUfQqPoVH0Kj6FR9Co+hUfQqPoVH0Kj6FR9Co+hUfQqPoVH0Kj6FR9Co+hUfQqPoVH0Kj6FR9CdLgYiYOyLAPjCBOJRlB0aBjewcrxgc0aI8ycTksQU05ULErFKWeyclvMIdj3LcHgToWAWkQDrqQiAwS0GSiKESv3gzx89yjXkWSIa4DYXzSFQAMQIMirt7bDhoIlqfFIUoCbpcsp8btfh4WYKo47KPeTY4AkkQYXKrtUDINneWtqjtVASkCMGN5VCu2My4N4GVVaoNpAYXtP0sTDNVdqhAYkGZ7VCuVBu4LMDx4EzZaki4yjWi8kIg5cOxSeKTMQWn6fFSLhtZSNDFBhBCUiMCD7EMMv5IqKHgxAtOyOAWjpj+59kOoCfOk8qCEgbGP9O+5W4ttNuLNPLe4Ao8O4JM5u0jIogEQBiVj+iezKc3N4Glykv9uQLjxFoyRvAhXpv2YgaPQq2gt7v4I2sNbmBqToOwIQBaJ6ImEhQBjJYCeQMnSZ1ag5Z7ZqQnTeGYIGbNrw90YPJx4IkA2sQFgTyDPvigwrhOh22GWebIzqP+HxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxwzVvROL3dV/Yq/sQ8tzB3Oywt2EPacBxef9qimIAiELmrUSpT2n0HMIIgGJ581u+IYDOxl66opmbCZn+DDqEAiLCV7iFDcDg7uePnuUa8qjBsyPwVdvbazHYpVyynxu1+HhZgqjjso95VGDcLQLiqFdso8Duzmux2qFcqDdwWYHjwJBtMyFlhCcsJAxC04DExT5YESlh9lXblSLhswqOitXwmIXSj71WHI3T/fh817hFAYADAKZqj70SbgkUgzseu5W4ttNuLNPLe4wo8O5T4FUMoYYKyRNoNSZAcZx8rxbwO114KeZhB+5QbCGoJlr3dOlCSEiBNSLqjSUYRy2gg64HYE5AoDS+ewZEbBPteEOswdgPlDchjERYEx1HWMC8s1Qo1Nq8CLJuRlhT24WT28DHBC+KQ1xt5PsZl0gBfFIQSLF5/wAIQAJkr4pAxYP8m35ZfFIEEOC420uB3gBAAIMwUVsk3JHBHlzQhk0Y+UPFuIfG1KBQIWOODHypDiCbxdkgX60+fJE8A+bYWo7J+y/ijw27nj57lHvKowbMq8FXb22ABn7bAMxM+JGGbXMt2uw8LMFUcdlGvK0qAAWnDZh3A03NJzlswGwktVGMVQrtjYFLpEmGzDLPARseqimEZ2dNmAIROQHHqdtCuVRuHBzA8eBOdS4N4xUMUYljzTscSMawLuapFw2Z0q5jtrcG+cyDU4zOKrehVvQmvyYk6MILNPLbxaEgzIng17qt6FW9CjKLB3iDuU+DZMtqgtUPchydyZj+UQtWdv6G2XigYQnOO0KADYNoTkFWWizozV7mAD3BMIV0jRLDOyCMZDnm46AydCNjkiQCbj8lhh62CXOY6ALgYWEXXqBkCEPoFLktsyuJdrCPLhcntwYdg7yr5dDGCzUdgaUJkMCAvkE94eeWbvnWViACzw3CEI9Hzf3dMKGaZz3CIAAzEexRR8QAg6Ccw0CYLRGSiXJj9CIhktGik80DQUD8YBi4DVES+X26lwPAuLG8+Q2Ln0EsQDDLKw+Qaip2bNvDM5jJQXkg53Wm7AXa/aiuRoCMjodUSDAsp4brPHz2OnQP0g8kcOwKNmJGyI3aETCboRu5nvtBbNgQS/ORsGDc4QQpRcd0ZdYC5tF8Evgl8Evgl8Evgl8Evgl8EpiANIqjjso95VGDcrQLiqFdso8Du3mux4rw5gePCnmWa8goyG/wBsRkSkXDZnSruO2twb51bi20W4s08t7jCjw7lPg4D8kAC5ua5Kz3Eo7E/9RDuwdpu6ve2Y4hDQVkcG5DFEY+uBRHTAYkmd5XR9SITJweeiho54nII/KgfIFzh1eBcLbLXoiDZOFOQtPRtj9ySMG5EWTdkA6RKLh9z4OT3ZK7HYyHi2Z7hhK1cqlduVK4qk3bJdFub/ANcCKXA8JseGw5FqNFeZx4UQKn0iw1F4zUqcpgDFYwRQWct4Icbj47K0kCXMPHJNAIRiT+Mh3fJ2SWDmS6SE/wAIDDrtUeUxhU9oqe0UljAGAQdwOCFLf0qaBBiTkh/ZDUKgHMCjM8F2NPowRIcYYIOwS4OiEFLKPZ9bBpAmDxgXTQcscqIyxERv8cccccZkJTCJGgWNBZVRx2AfICALShOE1JLINcqxek6cGJy3MZVi9IcNAC0Rl0xRswwSmIbAzEAs6lSL0j0gCDBGXRNuEwh8lWL0rauxEHjxfDmB48GSGMLnVR05oeCOAMR/eKodypFw2Z0gQkTKIk6+S9r5L2gQ2KtCF8l7XyXtDDAkaxeLXcrcW2i3FmnlvcYUeHcjl0eCZUhVIVSFUhVIVSFUhU4LwLJlTIExccigReCgLhJjZNr0Q/4jlumgB5qdogAQ+MkpptG05gMCoxknAgu07IcIgANpyUq8DEgcUTamrz2A/vBye7JXY7GQ8WzPb4z9O4iE6DKj7FR9io+xBxg46Qs+s7blSuKpN2yXRbm/9cCKXA8PLPBFPPxDExb6JvE1AMshfehtgGAAgNwhwxTgQfDIcrk6wbmRbuEOmU3QEV1hOccEVhgMJHW8oERJFH6Fagc1VFURU1ycQ6FsaF+fVD7kA2FIlyG48JcSCKSwOFYmf8UBI5i13I6wEcNIYYqkNFSGitA8IefJUhoqQ0VIaIv5CAZpLPFUcf2eHMDx4EgkUbOiNRBJAnMYRjjsodypFw2Z0i0ZnQ018cvjlGreIDAvjl8ci/0TBYO/cBmS0g2GYI5qmVplcD5OBXZ0WM9uxrnBDMdmIOiARRWMBUytEqRyxoF5BJPbcq8G8SACSWCDkPbqqe6ghkj7i84X+kMTcnZYnf2VihVOotQ94QGwWARsmfdIwRYrLZnafhCEqgIE76qTSsIecUa3Ne17Qu+bguxQfEjAbi8lWke5TxAb1F2nccZrevdAQNSMLMaDTKAq3ORIdhwcnuwV2OxkPFsz34CpXFUm7YLotzf+uBFLgdpp8ZOMex2I5PF0AhwLhfsPxIORGw2EZj2RIhF+mGysXFRL2+VzEBcFDI0AABAbSsx40EUi/chAa/ALeADA/wBZVuCqFyMN2v8ADfalwWeKo4/icBwZhOK858HMDx35Oik+1noihZACJswD3todypFw2Z0q7jtrcG2jx/ihcAMWSGDEHKTS7oQ+iQrgAssb2e1jez2sT2e0I6xRzDKUstDuIs8AIoiMWDf70HRBMMwJMH8FQ4bDFxYNpXhEgC2hi5XthvMnwCHIvOKLhj3lzzTQ8K25K9kYMDIiLDajTDxBxqg5A4PRDIjZEUOkEFmQeyHT4JJYOadoDAIPjqnI2QAcvkBiQyaKQBIcy6C+LAAXFgQ8o2b+T2yJGfi4nOEpe9B1TAdcY2HZBVyRLkXSstUAHRDHFzoP+CEtUXLRsTTQTO2HVD1IAiF2Ite9MWAVxAIuM8xMoRAxOJMeRTUM3LmBBtOCCaIIzg5HXbS4HbkvFszni2ZI7NVjxxBGY8agQFyBJMfBVtn8VmySA5lTDoRQEncggWnUr+6J6TOgTHb4WL4RDcAGJCbmS6K3rlBGG6rZePU3D+lGREAvVQuWR+N9qXBZ4qjj+LKPBUa9wcwPHeluVkjK5qnRTwcBmEFYfA5/Crn6Vc/Sf1mb8H6KkXDZnSjAjLAvXxS+KQwIoSgMC+aXzSggJcnt/iqcAsj5jdmHySMs6hx1T2TWvOXqXZVHoiPB4eUkSHQBFkCDEoEFGHbY7hGWKQ91pMV2L+VAyOwDuQ3lNuDMk4jopVi+xx0KZCOLS0ZBHCrjj2GFmJMiuNiRYwQYyWAsMCCiFERJAkRYiXZPckD5FuZ4cz9YoFgOfW5Bhc038n/h6XA7ch4tmc8WzJbNVjxRBB2ZjxpwBNBZ1XbVk4nRQr/JVAhaEeiAm7mVIOpFSABy2SLe5CJcEZJlJFgM4oCAC4d3PpDKCJSyRbAgixiNwshWBwC1FAElGAXjBEcLM9xDCRT4vFwkyRv1iLiSyPxsPDHTMswDe9jFEAEZ0nLbaXBZ4qjj+LKPBUa9wcwPHhzlHuVIuGwAQpGCdGAsDF88vnl88vnl88n8QIMAciI/FU4BZHzCKogtSge4jEUQByEKr7VU3qmTBaKvvYhHgOccHpYgHkAB8IVyAiY7wQGMDDA3j0hxYBC4O0kjcOZAAAAAwAUkj5sGAkWAtCZ5oAkIMkMm5ftJpcYDYa6EQTFRQrQyi4AV1CKCMz1QkEQAAs38nxZVwn2v6y7qIXB0XXTVQ/aqH7VQ/aqH7VQ/aqH7VQ/aqH7RXYzCbRGHMcSlwO3IeLZnPFsyWzVY8YQQXLA4y0LyiwF4IBc5HJRQn5IADAAMNwkARU9E8ooJLGJMnTqJgv7Q4Uz9qEByoDPcOwrucTbwUHkC0B5HAiwoXoQRCfUjaLiOYQT0YIrWOGOyQ7Ilkng2MANYwEAxk7aXBZ4qjjtOMA2RZBPRT3mHZfsY3tMpZM7D6iyJOxMRdsYfSIRbIRkgTBFADwJyXXPiLtjC+R/MgwiLbmUeCo17g5gePDnKPcqRcNjJ2OS+K9r4r2viva+K9r4r2vgvaP5B4EE3bZJAEg7T9JmPrRBOTiJKAQaw6CBx672MYxAzIdWS09kGyUckIKbGAgzttiacHMsj5hFXCLawENmn8cMBGqDkW+RV3psxAiOMKAZ5S0sSBl4VvDYRHsmiUtN0OLISGBQxjbFIVZkzhEb0e8WETQmIZ4jRLLqO47D7sNxRExngtUoIRTBCDEXGXRNm88M8Z8DIcS5kYi6Wz1wdBpwoIARsy8jspLv5MOHS4HYIB1wJj5I0ri1nLzXyHpH6aWGBmVb9INAsmzOvkPSIVgQDWifab7dkglwX+cMhg7BA0Mr4keSsQQ+BDTCPsZwirOt8DuVJdNo3hFAcIJnLJuPKgPBTKbxg9+E0pw9J7iOqfFHhzbCiE3LwU/0ONtjealwWeKo47aFcqBcNldjuPr8As6Vdx2VODcIljCoAKLXHgmYHjw5yj3KkXDZJoQXpDXshFnAGSV6+CXwS+CXwS+CQC2YQLACXBq5SJePXZSLiqrcqpeVRg3q3BvjdmR8xvFDSgxtkm0A2DFBWXYDltBKhgmJbiF5GKTJlNWQgnJJscnBioEBZkNeyDYaZvKMZokkstFMA33R5xocvRFW8q0DEbdocwCDDs5TP4ORBsEQOxYHu5baIUVhJgQGGI2xuQCy2wOk/ikTETetPClVHANxsPdRtwIsiwd/OyCxgx2dNyi4xsVbgxV3LCPPapUJJQcHBdjLbS4HZJ52dF5CpF6VIvSpF6VAvSpF6VIvSol6RgoSI8iqrcVCvcE7A33wig3AEct9gQTYLLAmZPjNZKA0QAYABcOMdgSU4WDHwT7IIYJwRbsga88jPsY7zUuCzxVHHbQrlQLhsrsdx9fgFnSruOypwbpEeD1dw5kehInGbnwMwPHhzlHuVIuCukEvNg7pyEZaFiZmJ6b8aJEiRAwTtBggCGdZMd1PL7KRcVVblRLyqMG9W4N+bsyPmN2YWZiliCIVtZR8N0700/wB7HtYJ/lQIOW4YR44T3FmZiN0lg5kiQbkLYHK9BkZrlsaDRvDjrvGGosgC8KKzCMCFfGaMgucgjZ/RXjbVVuLPfLZVY9ue2F1QGJgE7OpoLPMqn+lT/Sp/pU/0qf6VP9Kn+lT/AEqf6VP9Kn+kwCMOPFA1fuvmjx7fJ26XA7MQQCQzxS5KpNVUmqqTVBYT3MGADJVJqqk1VSaoAGJAeSVW4qNe4bGYmxyLDtPqogiUn9EpuJmyRbaPf8UCJ8XZFN0EwIsL7wQWMcCE7gHE6JFCHHsTjEc43Jp88ZSJVRoqo0VUaIHUYRF3LLPFUcdtCuVAuGyux3H1+AWdKu47KnBumFlY5myIaIgSbGLNeCpNN5BD7+YHjw5yj3KkXBQoaEDgpxwAEIyRHhACKYBqnBqwEdzTTRkrpEMsYOoWy1FgQGCPSkXIG7tspFxVVuVEvKowb1bg35uzI+YTegQ2MxbkCp+5U/cqfuTFxkE4d1jTLSWh0CCAQXBt3HK+Rp2OFLhnwIFupPuodYiSOSdvUY3bAFM7GDexaCEWacn6KfPEtoHYAw9lQhe0c9rv0j4r0iPMiO0iIAAck2Ic8dMXITTCAQkmEBgj3ROe5gHCAggAYAWLxtqq3Fnvlsqse3PbAxEdnh2QBIRseGACCBk+UvlIwJAay2K+UvlJsw4hsey8NBQEuHd0+aPHt8nbpcDsl3Ym6A7DM7j8s3kOLnPcPpSfCuzVVuKjXuHK5K5jeuIcckQTE2AyLMEcfYgkQsiTg7GTVQfBKMSmSReR0U1tF1R2QEmmBwdO2zIRAEx+lTeypvZAA22NwSGOcVniqOO2hXKgXDZXY7j6/ALOlXcdlTg3iDnOiNqnQsyi2m/mB48Oco9ypFw2nku6UU+JUuHbSLiqrcqJeVRg3q3BvTcQhXI+Y3JhOArWn5Xp6kKPCTOSDYKc3QBNSDB2NZ/NxgpunBiy2ByAwRBhBkUc4iBG2Qd07zALEMx6oqRATFoISKCSIU2HMIGOEeW6AJpCCUwQLi0dpBEYNzxydBGES2u/ptzxtqq3Fnvlsqse3PbxjJ7Srx4ZF80ePb5O3S4Hh1G4q9e4QCihBbAc0uZRwGJ0fs+ETiOZGAUDu8GmC+Y9owOuOjom02aFvXVWnHkLU80oFqlkaRaggpbce6lgRMhOM52FFnaRRR1r9bkYw57C4yz8oIeyPW1NxtmxODbGRkfAAjDrtYxyTLDYXRgscF47Ko47bfEhSdRXe7KNgGs/CeDc+ex+rrTIsdthH0sCDkkm8lYmBkYEyN/c22EJKrMJJJmSd4g6k3FRr2/mB48Oco9ypFw2nku6UU+JUuHbSLiqrcqJeVRg3q3BvzcyPmNky1Y4IlWVEHyEh1QPzYPmFIkb5nZCq7xFyMc7wCbxZsERiRALyj8EkyNo/pghODn0mBUEYs1FMAHgoQCCCHBsRELEBjB6TU47rA3iQA5kE/60ApEkwHtltbp0ALSuChlxYh4db2CP8bkHc8baqtxP0iDMiZN6+O9oN9z4wfCK+O9r472n2o7XF+9jJ7CflItVHjwSL5cbxbyvkvaBLiMikvkva+S9oUirH2qXA7RHDAHJQBADEH9L5L2vkva+S9otQAsbdo8V84RtQPZD92RJ7K0hDcBB+wQdiARM5YIjCJcxeEuYxwRgOYOfafckfBCyJPArtvjeCokYAZGxNYwXJxGGwChhEIRwc2ZXLeBDErimyDDOjfj9IuK02Dj1FCAb1HHuVMRQIXDmZI8wtpNeXmUAiXARG68iECE84zDI7sGnJZ3DNk/qTbtBopj8AJAGNlpOKtcKfuQ5kBZ5HVJF5uQXAhZNViroTELBwS8eSCGMkTilRx/IQcfX8qFn7/lv5geO2flV8qvlV8qvlUaJ6Az5r4ZfBILTQA5LKkXDaeS7hRBZzkmJgqfEqXDtpFxTcsnMBBCHAYEEowA1zCplaZWmVplaZUvAlMIiqZWcOgxbtzIeYT8wnMASJfGSh4ewLgLEzOHnaYNuBuCbOYTy+UZd5zWDYYWwew3tNVBhItDTTWCMWXOzTdM7KAFr2A57srXuiKJg8aJIjNZ4fwQIHyyKIQB4GPZ0aOXsjmQ3Y7A3fG2oGCgHBXyS+QXyC+QXyC6K2n3sZPYDTvVHjwCM4HwXBXyC+QXyC+QXySFhg5PtpcDtqVyAbQAXGgvjl8cvjkFSuDYCfcfO0ctj0HAsMMMMMskWKRBLktAXoNxsXWA9Zoxa7yAMI4IIk4Ac4x0bBINHEB7At6IHYwDqFnYgcFMBzh0qEDfE2LboU71mkOmyZihE4+QTj1QjXYuyfMmHsR7KDQDNQLmRqggBICw2DDAhaWQCGAQAYgtdye28GVHDDAR7kLBsRDAcfSNuJEXhwCJ6o0xBEg0KHUSj0XgBV1oghcXAdyEiVWQP80VUceOThOCg6yRlCLyJyCKjjByIOaPM+zCOwkmRKGGqDQD2VNaKmtFTWiprRU1oqa0QUygQBDFt+2fmvS+a9L5r0vmvS+a9L5r0vmvS+S9KDgtLOByVIuG08l3CgEEwnwMQGiqfEqXDtpFxVfu4x3NhQnDYIE+AHckzXlQzcuvibCvAX2lkQbc0ygQR7Nwk1AQOpRYYOWGcWhQmza2j7BDBgE3iNpNg4DdmCKC5Be8kuTtIEJMBEou1bjqfSYOJiXCJ9IkMmq9Epk4PRKZhgz0jBtJABA7KZWp76g3mMYxhgjCBgcdjJ7AlJNKZEKrx/CRwTlTBUStEqThiDc0CEBjgKuVrla5X2pu6olaJXASTiYX1qTkDv8cccccAkDW5sBMxPLum9UmAWmLFgooDEW+CBOrONdYzwPRP8NgQOQFQ3jo08k/yIwICJnEnC9FQvsAJwKeYAId5yJtNBS8IgA1lm6+8QV4KluWwBC4kCjYaNeQNUGeFuCY+rBCZYxFndCqLsSQ7CgVy2BG7rZUd6MQ8GJpsY1Edk/vRBwJkAHBz67JB2EQlosgn0MSDyD+FE1ofNZkretVvWq3rVb1qt61W9aretVvWq3rVb1qt61W9aretNYnSw7IONbWPS3qhcdyAwTGQQCIe+zNYNb0ex1FWRFBEdidSJGh78jbOq61VdaqutVXWqrrVV1qjsnkEYtv4c1+5Ui4bTyXdKKfEqXDtpFxTHk2OzhEIQhCEISMHp3cddy4C0I3GEVAEUAzuig0MUEYlB1f1QxArL9gpFWKJHinfVCEQEg4I29cxJLyk4+ijNXgvXIdOWdNHK8YI84kOfLZ1QIIcFwjUNTrmEpWTTJYgHq/XpQByBGCOQRY8kNltHFBRAnEQ5FG3o5hYqzijDmabCpkJwSXxV8dfHXx18dfHTKGCFrjsZPaV+P4aNTgfxv7conZvBQcxBcC1aNl/RewkKWJvm0UbGPC6DYj2NhBkYQigMZ8o7wFenh5UFDkkUy2NnROMiQhgXhkDulGUzIjnAoUM9pS53cOC4ohd4FuiGQUIugrUSlmRD+yBdkWmovKpvRU3oqb0QT4kqLAlVHHjOEIHl6ogAgIMQdk9Z2RNhh3PhQ6bqAQ5upR8jGgSNE2deJ09kbj54GcHjw5r9ypFw2nku6UU+JUuHbQLiq9dxUuOyRi8pIkSJiATd93OaUFrHmhWKSvx2E02ZXFHkNzGbD6251YnQrAU60RbI87jij0BlAEe08/HMGdkTg+w/oEHhHRHO0hcmZgHA82k3F0XnxAQAC0kSQJAjxMUGEcHsMI7QUAnJQ4wMFcYdTwTNNzE91TP2qZ+1TP2qZ+1TP2qZ+1TP2qZ+1TP2qZ+1TP2qZ+1N+pcGXowlgUg49eaHcapEQFkXuX2PtYTv9oAcHb3e19D7X2PtDLk8C1QvPGO3qq/sB+ipn7VM/apn7VM/apn7VM/apn7VM/apn7VM/apn7UWsQGknm/42lMcES44AiRxF2D6giPWBIIFMo4CFrJvOzKEo6dUZglY0ZDtuuwchKHVQEQu544FQyoRcbRwmcJAOgPk6F42mbmI6oFOAkYvarElYkrElQkh/ftmREHs5RXReEyXGFixCMQjEIxCMQjEIxCMQjEIxCMQjEIxCA4AcSDcg2SILNAwIiOqhgQBPIyDcAaFsNkLFBmBgY2o7gIS9iJJ1UqTy4TavKhe80G384PHhza6kKThRjW7KPGyEaTDu/dOntgZxgIIGAEgQGWzDDIwyJdKDbdWVlb4oWmIjPbCFsa3UeEIiyAAGAsKjCowqMKjCowqMKjCowqCc3zJgq3hLA7AKc5D2BP/ANRAATzUl4W3SzHQeQhCI5BwdkB4HcXKa6fiL9nbuwEpBEGIKhdDBcAhczFjsExFxNNzWwFj6KMmcQyQNKGaCRCSI3JrjkH0CiNkR78fzO8QMAC7xknmF0QWPE9kCEAmAFg3gGfDhEZot1aDe/r91p1Bec4f4E4NwXBRQD2wzIQYJERcxPXdF2cHMybgLUFpSwsUbnkpJ8AFGurAai+Y9r4j2n3cAAPeKHxDj+kifCZZ45NjWIcOK5rR4QAv3+ZGS9Y1vbHwdvI6BBlZdZLLQBsxXxC+IXxC+IXxC+IXxC+IXxC+IXxC+IXxC+IXxC+IXxCendmQiBowCgXAXY8DODx40t9LD5PjNSRMkOZxk28CRYyK6IUu/C8kExYSybzFyDqBNBmL2WbZztEWPaOqNa41AQT/AJ2FVZwXQCY2DputWLYEwnIzxiLOtyKnxMbNkY4bDBemb3UWBvQjL802Zn0QLIzmmOgcBpvM+eV/8ORSIdhy3BvsgCYmkEfghMOA5XBigYZWAiUuSHkWckO3/wDE6AHYcsB8GcEMBBaBWkXYFqG6zuNARaNHdIWLpG6jEgoBLpvN+tfY8pG1yDmCB8IkJESSK+KXxS+KXxS+KXxS+KXxS+KXxS+KXxS+KXxS+KXxS+KQMEJEDwc4PHjSRBLBhgJR8ENBkwXDeKX2OxcYg937oY+YfAc347JFiupAZlOHddt+739Q9bR/OBFtsxuNh67eO48QWX2DVSjQ770bbHomYBQsiUwXUbICBj/E2IA6CZxTN20h4/KeMo4CbPZbsghwO5nE58Bu06eeBzZPsXLoED/hFHZOheyFAQuwQOYO1yUwPmCAavQdawEaCYw43sVhPID2iWcDz/tC6epEzIc/QqHoQEickA4tyACalgGwheHLdItnE8w+iNMxeo3I7M+YQNU4ByWtCeQFgGKCEygTAxHMlCeJyBzBjthO5PQiM2TimLDl/QP7M4PHiyQIRgIkowETFNhgDNvhOzMMwZsiRsNo2WZm78c4y3OTE6BdaHeO+SYltQpL4PtgBAhiLkS3UL5Mm+D1hD0kosTmd4RiMAclFArVjkNdhToF3fxCuYDbGoUhw4QKnp+V4LTcud4uCEpz+UUZCN5ggdD/AIUlUj7sUeSPxcYHsRntFMNgnBU9BeUHynYHV+SgFCBYBibsBRYFO4gSkHQERqIv5E8VsYuxY+Cn0ZgSHY3TVve8HkhaXYDAbs0HYdhqnfn20bX1s28OZYiLyDYXTT+TNqAnEAOZF1yQexB53OJCORCFbvoYdEvvK0+YWbBd4gXD1fszg8ds1D9KofpVD9KofpVD9KofpVD9KofpVD9KofpECmdsiz9ETe8whZASp1UJKxJWJKxJWJKxJWJJrBBa9Fr4qofpVD9KofpVD9KofpVD9KofpVD9KofpVD9KofpVD9KofpVD9JubJML5IWQsDfwuPzBO7PINHcAK92uNqmFIHK/mUAAAYAMBvNf8NNm8igF5hDE2I01gAnM7hhWihb/UU0cEuOIYroNiUAcdQOqxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKxFWKhnQh3AzU8MBIgwVD2Kh7FQ9ioexUPYqHsVD2Kh7FQ9iDL1RyDS5LEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYrEVYp8M4Oxk8OroEEOIjdipvTODOn4Vc8PCJjknn6It0V4SyKDHZIrxvi5wcSyAQamRgZG8MJB/NjID8AK+DkZlBhmhGGV45wDDG1EYraNg2BsohgbEaUmcA3W5+dhZjkFdesNCMESoMwERFDHHgIQILH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntY/s9rH9ntEllYzAz/FkV4JadULCDYOBcR4DrEbgQd9Fr7kBGIrzvtxQGIH92EJtfm+KQaMN0BNG54QzMo2B/35SjwHYHdFRk8htMyiwcOOYVnMeOXHtTiG3AXplTMSZXxxK58MLrLNHCYS0R7oE8PolyPP0ToLCYQAvRMRKPYBLUdyB4edA+9wCRwBt5oUA0JwaMfCEPFyHBH6/G8f8WcOzyHBEncFuoiEKRAfYNyu8Bei917G/FBI/dg7vikCpJAZleHX+b1utI3FPHiEJusd49T+JgsBJokE6L5T0vlUwgDh/SZwpwKk65hA1Hrf2iSxHiTQpjxsMrrRBnHVcIe467VKeoJH2PYe1FGJOHsXwi+EQLhxEH9Tq38fquU+zo6N5WqUAsjTQuYzm8YoDYLj5HomuwxvzUr6wllHE1TsJrotBthQOxEHZlhaz0imUWdF0HeC2N9Q5lnJMttIEDgLENeKPmMg6aSA4o7SQAAACQGwxDmDFGPZWaMSvNu5DiN2WpzteG4ROrjaEEOJIWY4sEOOz2j9XjeP+LOHs86uD1dcysRKYswnaiXUU6ZJcT54AkC7zYBHOCZwL2H9UFGJ2WpsG99d8CMBBFt46hAoBALQfw87AaOaMYpAXZGBfGIo5BvPqR1zF59Kn/TEhrHpsQRj0XCqvXYpRGqILgeANGIcofypVySDaHOJUYQBx/hfEr5T2iLwhXq3BJCByDVY4tQne39FOB5Fn8FW9CqD6UsHgWoswXuXlYn4H4U2xkzvhWIhZ/JTES5qZqv7kzAxpuZzhqU7I0XMUo0PI4GD0ZGOATopAaDrtBDttrkLVLQ60jEoa1q56OhuByOp62j6npMEfQC72qWckpZ7zBK5ZEiwtnYhyMmficGG6ZFAJkow6oPeSdVEAY6R5U2fF4OozKFBDchuHABlXHXfHG+06boYjAxRyCBEDmP5uvVnJRqhEajHC1BWMAtH6fG8f8WbsDbsA4TmGI4hxVmzN/FKW+yh8gmneJIPLptN6dNEa1gDkeeTIcwR32jkHUCrMSzfL8JQrfYgICYEeB/iDWEGIWC+AwVdu2XCSyZzt6IzYpHMDAWELhjuUQogPNYNVIJW57DAOU8Y9gTpsGgiWg7S4w5ctmwuTSOQkHgZljOxSBez4CnjumPWE/BgsPIQucLUB0GqCRAyADAbou1geXM2J95EBlhMgOUUNZgsN6cLbzFZKQKg3X0GRijZi0dIWSOcv0+N4/4s4Hh5dmJWB4DB3aPBJGU8LkzogAgAGBzfRNbAnuUSnzTajRWiRreVaMU4YDfL8CguLdvw0y5VG7/FrlydVixRg2BDYsyBgfJyTQAooXbLKlAXlRdiEOvtOm3BdjsgHoNDgEK57Ctv8zpXqJTGBd3KYzV+rozc7uFci6E/K9ETIIF9lNZa8x6qIAB2HxLD3Iyw8gTDed9sZHWCdrIdDR3jOO2IRzAaOhn3n1/R43j/AIs40n7knZiM7n4Iu2QwxUNWYLCwEzd3wVZmRHqjsiIw5AgmQTEEQKFlZL3Rci/QN44hhIgrxyvNo/gNcCXIIUqAGX7CECEQcOieCcCplAQ4BUWs5DBDIQJADadqLFjaeiHsw2G3GLMyB1BizqQR1RmcRLwdgnkdDuCIxNL0vSELboR5hAWQTLuRQqJwygyPNKpDRAYaC0qIFyQdFIslYzsk8wF9FOaeN55onJBmP3A/cYprNngAQnBGRtczVgyuBd7ypZw3hDDgYhWCyM3Il1EO36PG8f8AEn50yMX4BsvHCHOxewAcYRiMAclFELdjkNjN/L2b2r/T7MdE54m/U/gjZAlMcLipqLAG4Oe9jAJfDnf4AV4JUMcmAH6xx8owxKST9OlMDh/ODO0CbIIGDcG14B2WDFQn0Nw3dTwUFohwlr1zTk2tEz/J03QbAMHyXgAbwq+1Vdaqky5oGAGEmBuECEAAi5Tsb8mze6rEAsouLA7cEhgzYkXffKAIxOdu8eYhIiyLg90UViGAWB7r5T2vlPa+U9r5T2vlPa+U9r5T2vlPa+U9r5T2vlPa+U9r5T2vlPa+U9r5T2vlPa+U9r5T2vlPa+U9r5T2gBDBAs7ZxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCMpE1wcGDSxTT707XHaOeNEHQcDIJpg9Y2OnTmQpt5QxJYJmImAEAdliqsFiqsEJCmAXCcnFnE57uKIEZ+YHV5NsOSxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWCxVWC65rWTz6fiIEIABMlB7McEzewCzFWQbnvBU9CqTXMUkMdGX8ClkAwhzg5GMCcARknCR+E6LuI3KsEBrwTY9rKGwHJQwrsHIbr58L5lkAEgBgpsICk+oo3wjixgmUHuimgt38Z9GcJvkWjr/G4LJLkObEYskHX5vXwQOdiOyQEdLSI8d188vnl88vnl88vnl88vnl88vnl88vnl88vnl88vnl88vnl88vnl88vnkXFgQ08P8AiSy7cqHRcxuc9pv4StQ3BoH4kxqQXlAgchjz2qQxNBMLEBy13MBstTYt6Bfh+BGIy9vwhYkchgAhh3FpLLzdXBS0aMInAXDeMuavIRRyTeQRdkZqoMEBowGxT9r/AB2HWPYlPUMuO8V+eQNsd4whyCmSiJXndDHb+h2JIgwNxsKjOjTPZ5Gp8SMU2MSne/Nrbuau9HkOTIAAMIAb8CKgIHOLEkQmtVoAooCTElp32FL1Pw/PmB4/4ksPZIYuDxtIcMUDBS0QhEcogjhGSYOSmWmY9cyhFgBgBZtJiZeQR7ZO54imXsH98K8GJz3gY7T8GMZtQ/AAdrlMAhx6gjBmSMEwCanD9YJgsMygbmJXc5wNUHowrJAFF22lvEDDoh4RC+0XP0bIP5yKAaHZGs25uTmKcaMdGf8AQjk2cjox2m7WGe2RO75E1ht0QQHkMW7Qsw2jyMRAqcKxP1mf94T1jIAdwvKFjFEv/Zx2T5OPdLLdxCETIs+EiQw9lO3otHRcE4yIdkAAAACwcGE8EHxBcKSa3qH/ADZgeP8AiS1/KTe1hcG3OnEbii+C/kfzgkgByWARPEBL2PMoTTW1pN53IrsW7FPFAHwtpIAcwATLR0E97xAhSAdEtQ1mTp+DFBm48JFnQfWdi8gM03D6hHGmmXniRgw2jgnEnAh7RiQLDaEQYHQsVg3smhieaNcUONSidQQiHCHlmppuQPxwJF6KhKmT8brfmGYIipFCUDG5WCcFj2MsBssyIYOZgPKiIRKekve0BiMAclPjksNPaBTBvHPdNR+anpCQfh4EejVP4ySXQ+m/NmB4/wCJOAz+/wDG81CkMsIAgWz+IFw4lvAMQAJkqJiDZ5fCA4pG8et5mKiG1soMlMZd0yCmQ3sUsyCcCEemCGh/Bm+KFxWN5AoAWkAvn7EqN12jIbzegPwpm07zj+Y24m77k70FnCzgOC1KdMjI/Kau2ZLBS7B/dwVIJgNoQnaPQgQuojC3dhoBBi7x9KeUrLejmc0PBjneee1ojHLFBWYML822gAIBwYMiTEvE9pkwJAbVzI4u+w4lzUOwdPHf9CB6/NmB4/4k4A7zq32qMEmYT7FgRp6QngC0bhkKK0pnhDMnyVbEnnvsuKjdG2E1krY/SNAfg9p9DfYFm4V8Ax5M+OOZ5jiJ/PVGZg8FxMz58AKAJxIBFIDK0Gx25yZFaDDE29EC9MgKAFeEAxNHALsGY/Obag7djDN8HIILYPM6NjxvGYqkELabsDJ45giKQUyawdhIAcwCAslawc/ROD+sA8+CeBn0eQs3brmfI03RpBIX0Wd96UkIBhxMbgKN+YGYHj/iTdQbdhHAMhT2FFc5WD2Umcdp8gTU3kshe0OQCW1wuf4h8EC83z3oLf0kLkYgjZOQcidhMaZ2jXMEAABgIAb71MRhWHc8cojC6HWLUEObkTx9URwAEhAAZkFi5kO+cPMAty8laq3FLhgvnL5yN6ooYxRRpACwKOSDkExAMdF5yHYDv+c2pwOw7lr73CgljS3sG3DAGRVNwx13rLVIdpQzBzgLCbXRQR/laj1TPCsfsJb8DucnedwbU6WYHHS9PPfmR7+kAwYS43Q+H5mYHj/iTdXA4+O4t4eAhR4DclGgEQygBJAEAAIADfeyWLVMrZrAsKv44YuaukQzhsdD7w2ArJ4A4VFyA0WeaWqmmCGIKdsQbRuB6QY/tN/IIcZdG3jPr3ABAAgzBR6JxFk9DyR6G+kcGMF41QGgEIgwH5ReYSwAOSuC5/HB8lHMBFAwjcMlgPxqht5xdpinCSW7IEqA3xggAZuYnglhpb2BAAkgALSn0YDL3TTYvQH2uYgnfg5SIfmZgeP+HJhEp47T9yePEhYNDeJzYfhq5fAOavXUYdE9huTlHSWBkC4huEAJJYCZRY66oLOr3+AOItMiBFCOTJrkofGzGaFDVetoIQaGDAMYjXaEe5CwIAs27HnNvVDLBMAJDeYUBF7okUcikmgjkGPf8rAgo+bRPYIKAAIF5dwja9TbpMiiwxGJgbmEDmq0n2BDcDFENY7Odhq/baYHf5ZcEDEfQcYItDqAFUmqqTVaszwp6eNqhspPZeQhPiyn5BFtuKBYPLOIaJpI6k400TX4DcG2YHcn1+bMDx/w5+Y0FzszjxWjDeoikWNRjJDUSZhgQBojk1g0PuQyD2CicnpLsycyb/YEt92kxtjGgyBNruqOgDrT+Jcd1s1MQ8gxUclvRF2pVnbgB2FzBNQQGx2Zyn9xwaI+iJMTO0x0smd0pDnbtgDtC+Vr+KJeRI888BpY4hkm38kEShxRww/IBYCQD+bxHYhCUBggtGxp8Fw5RRCNTNronUFFiQlzBTUfgYo4uWsyCMlYuuxrN7l78ECC29QwGvdfBel8p6XxXpAT6n8KUE5iVkjiPw2PsheVEzguQrLbim5Ez/EQPv8ANmB4/wCHOKhd0NVGb08e8jR+neLH0JoNqyfmhlveSe1TnkeYtR4J74wgtrco/wAyWEAQhDI5BwjiP3BUAsM1ugKl+AGOLxXmHIncIAEEODYgaR4ELiTxFrvkiaNwxhEYIjycUAbnZTnfCXdJo2aMBzGtq3g2Ume9Ye6dmDk2BJr3RMAjeOKUDCxSPevgqUgpwUd66ExUd4uEsRaVwFq5ONKxEz14JdAhRwTbTW63Co1aiXB2XVcIxP1impoS6Ihh8ECAm4WYOicOwcoXOvRQRC5Tgcz+kcoNNGewoBLkCQkuSH2o9/zYaq0Dn/CFojbOltDxFmQCINEJ0nu5oGYaHhIGQyf85AJInG09FBGCza+sQ7wVISA0/NmB4/4ctj5Q6LmME58frNvIi2vqdjYDqJxigSzzyJNioKwRgA5/1AYCcEIhEAIWiyDgEypqhcgmEgPwFoQoL9YR+IOoBwQm4rCIfRYI1M7BXzaaB2DReALXIkm9BTYTAXBAFX8grBd1Z2wIvjwozRkCQfDsiSKBIZ10AjsA6iQS46rjRAnHUAIkxBNg96Nsew9iyuBRCZNA5dBkWWTcu4beic57CsFwFgQww96cJGcC6csoTuLoAC0QYFYSsPEdwaAkAl1nVCZAMABABFIgQ5JgBswGYHyRlxaslUWqqLVSvrEnVM7QrxPlZYQtEP7QO1siwAsTAZlXrZQo/mi/A7L1AqGgoA4gvEtjIuGb6LHAu8j+bMDx/wAObwxdkAbvBiUDyRCOEz2OKHJs+8jJmf8AWyFSkpmdigs/M2z7o5tmhtIQ9KB4BgiYTdSWHidM6BiaB9Ag2xWAYAfhHoDF8GDwxRkC5AAC8AiWNXIyOdvJMlmAewiRAYBA48JgW7DHZJi3OSz2yDDsm58KGjjBOCgTHp+1DIHye5HIcsSLLghgB9JnAHFZvDnEForPOYnVDj0gVWVgWCLl4RB4GDOmv5kB98M7Acoc0ZeYIObILD4AB7bDt9CYQnCQ4jTmJDkI+QFjtnR/LYD6koEnLYHg6l4JtchIDGKHVkAAGAYbGL0/IrDgHs/NmB4/4ct3vsG9pgitF7kxcJ7owSkBHugaQdyBPcgaXapl22JpKaYDZ1RBJQHu3jwQimL2LL+71DrsE7g2TRkmmQxxMUK0t9M8TqgApRADDCILp0AHAER2AH4yETZkETwxhxNyQGBFZ7DC/uETt3EOSEXGHNYU6gJCOIAfTIEsCFEMhIPHiEI7jzlJCEBFYAJ7D+M/GAC0Il6wXPGhILxgq5dsvH9yD3OIrtxlViUfN7VUqxCDYotZERcA2xN+m4dtnsmBUyG4ROeh9B2R7OB0HYMAKIyBC9CrhPywOPBOaRd3GQAAJAN+R0ayKXKIyKFtz9IDLgRwDddMR9ECWgb82YHj/hzhK7uzRCNAAlBYd3gQgiMiNUT2h1I/SjYd8ekAQWgzCrlyL4fENl9x3tQSAXceVDJu8Pgb0KShqhGJGQJCI9kxPSHdA6vAsCE7jTSMA4YBGoilw4hjaG/Ie/BnsQjHiBehbGCV1NuCOSGEGSDC/cuU9Or8vyjJAItxJDxBAZIAAxA4RxBmOPRDGxQAQpGCDZADjcs6vlseszxD4G7JPTwNxEQU7BYoO0BO6YigV1pDToR/EDB/OpmB5vRZi7qvnPaCEOW2DExiTiNB6+CZDH8/jN8Uk6hZ2/4m3m1nJv4SDu38+YHj/hyU7YCcJnVCIJArLl5Wi+HXwGxVUvVcuVDgjwQlig17Df8A1FoZODtcWDZp/fYbTdIGCOP/AAgyAA+aIhhA8rHHgmYBHBc9spgFCobltWkiOOOLnofkMOwI+7FGbOBJyCJiCKsDD8wJ0lgJOceD2CCD4NiYAblhxInmHHkvsgB/3gOSB8yGLWGw4tdqRhYjCyKu1IRzDFH3CY2kJkK5YTXmiW8F6KhHK57CU/XREp/tT4wTV3umHRdrAg6qV9Vyvl0UcdcCqk0UWYnAQ8RcgAAAWgJfhc+jEd1K0PAQZyiY/wAQeE7BwAxedo/nzA8f8OY1sAZ7h1RyxFhi6GA0ACHK9vRmiSvuj0qML56HAGXJR+E3eAspeCwF8iiS6BxRBpRAxE9riLkJ9qCIAQ7818n7Qwi3J7TsUVheyCgznZWUbdZSs6AwMgQ3AxCCXGE5YJk9IoWMOQtxN5QSQvGO318KCkwJaT+aO7Osk2ytDkP7uw2HYehjk6ZTuU93GRCEGOmHdgnloV49E0NEvJCF6FYGBG0AZHKYBT0AOWGGRHb89t7nOgi3mMhsOFEXMWjVixTu0CyfaNKF0awI4L/YzEepwYKNCzXHVnUDJx/tQbpF14GkhM43zmBKO6ErIHQxM8SHnj+XAKKyecORoFjOAc903y5nrwhf2ep+fMDx/wAOTwIdmJmWcxRP/b2hMIDIuTuTYyYYuETAw5IlSENhwAAJHwRG4hjux2tXl+X9RLIDO4EFcJgCAZD6UAAGENghxmJRjHgvOyEQUxuiM0eAwXL0PKlhbmQEufSrlz80cmIa5uTLePYfTdHKHdAyJLyNHOB8BE4s7iQR1EU0NyHvRBcCwBprTV2A2Px5Fv8AUMUWqbSD2cV8ww/5xCBcJmvgb8MNjauAZbsjzTEA+R4sw4YZwt5MpmJ3IcNurIK8BeaHIapm7DDsgy4AG4mM2yD8+YHj/hzjMO/EQnY35hXvGLnsDHNSF4mg904cGF/Ckdc+oXwSJwrn0Tl04WUscs57BAjucQgqJ5GIwnfDwmwJtPIAar4II/M7ITjunZGN003ngS9wDENEMFI9vaKxkLfeFKB4EHb6TCccyCyZbBo9kALiLl7k44qUYFTigNPzlEFpc0HHo3nYRXE1NkuepCAkAfgoxBA5ITDHMaNgbLGiq+VV8px2UHQuRD+CUHq+kWfazUq8i8nWBCgbjhVT/wA/nzA8f8KXYtECZSPEeuTck4X/AGBhbubfG7yH920a0hjSAYiiY3IRwW+HT87wwFThvFlb1wnT0PBvEMiUZ0SQhDALFXr2wWRk4Hg8YCanIKcDVaNxT0DnoLmKUaDBDHByMYc4AUODu7yjxhHm57qFsYlnv+fwMDExF3PAJk6oxfkHlM84n0/PmB4/4UxRZ0/UhicuXEB+UVzQBsAws0b8oCsZ4TWSIfZ0eSQYCIhmBRh+dodzzTUN49yO81oi85B7BOWXdmAMc94n8BAe0L07GmCxZ98657EIm5JvIIXHdgw4zCvBlKBuWfJ34kLH08Cmw4BrWV1/GWBEUy1mN+QPv8+YHj/hS4cJAbELwOJnx5WKENdNgYJ8wN+90Z6RHpdAPaGx32kEiIu90JZN+doFyyKYgvO4fehG5DXP+CegxEDA+xP7jIZtGe6Fmt9M4DF0+GhJuIGZJUg7m9BB7tJ+OTq7wJq+NyfnzA8f8KXLyZhA2KXEm8q5UemzpXyf5vsuHMLpHRAtnINHYCXAJI1wAuUPznMAmjmsL3l3hluBiERCTzva1/cQAHmPJAamhvxs0huAIhEW4CsXFVC7YBmdRXXnRPUZNOaDzEkV1RABHBiOMTU8EYGvN+czA8ds/dX3V91fdX3V91fdX3V91fdX3V91fdX3V91fdX3V91fdX3V91fdX3V91fdX3V91AvqL55fPL55NKdu5ML5IW6vk8Q2DeHgqHdDkywuDpi8g8++A4UDEOUxtG0PaADf0ql1VS6qpdVUuqqXVVLqql1VS6qpdVUuqqXVVLqql1VS6qpdVUuqqXVVLqql1VS6qpdVUuqMIQZATIYKGrMWuhv3N643YGHFS2G5gZWAhb7whFRkwxYWB7f1YnImrmoQVtx3j8giy8DKEU25smihxxLNghRDEhazF1iXQ4xtzqcTbkgRa84fnHDhw4cOHDhw4cOHDhw4cOHDhw4gVY0CxcT+6f/wD/AP8A/wD/AP8A/wD/AP8A/wD/AP8A/wD/AP8A/wDn+a9L5r0vmvS+a9IqgMNkR6IWHEcxkldtlzefhMXovA3RoWLOJEGODskMNhhqcDzFZIchA42Pi2F9d1DUBohYfmTpwacGnBpwacGnBpwacGnBpwaB0mIGTMzAXlMTIG34bJi64goZKlBD7gkjvmVwFqOQGYEbFLRNOcfpksc/nwKTNOqBg3Ay33mRhXM1S2qpTVD+T9r5v2iTFmJ/vaxkNCYzS2qKAgizD+ar+tV/WqU0VKaIJMTwANxUFHDYPdalYPNAsHACDMsD+fUMOObM0dPriTSeKoXRULoqF0VC6KhdFQuioXRULoqF0VC6KhdFQuioXRULoqF0VC6KhdFQuioXRULoqF0VC6IkNAgbobv8KWBXJANSQ4nQ4zKCOjJ3tBOC8ZtuMgGS/Io7zOoghmIjYxeyXj2mmZkdm+eB0TrooDmiM/zL4O0ObdOAAoANIDhxf3KDUBZ9AFzQq7gTJI5wq/8AVCyITm8YAAAYwMVcU4GwXAWIJDM5YMgAkAMNjpAD4vnOFbBuefIU/wB/+VNxuL5WLuB+Fifj+FI9+Pgpxe1yZdJiY28Yy3YTZBQchvtVcaGojFYmI8Iq10RL66+eQRj0mr5q+ap/0yRqqs1VWaog5DoPXaABQ2qorVPq2nMwZAwjPQ/HQYP0MZweP+FPMTkBhXD44hYbSPaocE0O8CmZz9ztdy5SZoLKWr7A1T1eDE2zcovO3UbXyMdzBEZP+YLpBcDzHh4fceCOotABgC3lG/g4Axe5PXIg/QNx+TwM30OKM0RuqTNQh7GodyNxD7B8TIQq5RzCrSeSlwdQ6IEHtX3V91TjpOVaYsPWgMawHUocRexr2UAxZE3kMgMeioV348/5IWYoL8+cHj/hSa7E+QQMHAcMkAEmQUZW6l1Q4I+aowM8OyHog5OJRtU11jYIYri0oKEFYNtAwVxWM4bW1gB0AxyQLhxL8vMOfB3FMGVwcHsgOIP5g36JXp5A4FPjuEAhiHWecCnvQgirY5e7cCEIdtzW8PP3LzKcsuUGwoFiAYAkz8ZtigTFnNmfz5weP+FMw22eJvCLHWC50ijgYld76LCwAiWDmSFzFg5CR43s58IoCmAzphLLYa7WQaCeIuHVQaflqNBnGcdGBBGgk9/6DdpMz4Gnx/Bn9Cy7YNF0gqKhSIzybnIWwfrLjz/0R5weP+FMha3kOJBs0ORguZD5KHENSNjaTHiRNzT4O9W4FMF6THBnYx9AE7yIg5ENpn+XxlwI/wAYTmRk+AU+P4DgXnQgYFw2Tl0cQsIQEESiBQgtBLaos9mHFocaf+iPODx/zp0bOD7f3Z009ocZOyr1yJ6bQGm9W4FPvcZKESwjasIHovH5S6osJiQNnJNrJ67oC4fD/wAQTCZ33J4FPj+PnQdEbMQU+rzg5oVfBsCBwHVX0RudvGn/AKI84PH/AApjKkyHXwxSYJKPOoz5nYOBz6UNve2wmevot5zct7T4FZT4RXc1rtbKRDFjHJCMvyOEe5RDoVMnWPIUeGJRswUJ2ZYMtJMVzgQCCJXknkhDCBw8gFAIjh+ifgnuBoUXAAlh9EZYs3ECJgEjJov+sm1F3Ap8fx8Q4YxCjN8TBEV4K548/wDRHnB4/wCFNEv8NsExPIUFeSznmhFKQDo9rEBquV7VcCiW8rcCsh8LD8Txtv681BRJckSOIgfH6ybmrxFE3oqxCCxHf7SGRnlOiNBeLGfRXJuj8Cp7lGdFbRkbXghdRgX9Qlqxb8lkND1Vj7sTsh1zSI/hBgJ0TKDOBLVBuLi3x/tAol4KSHOGKKI0VEaKiNFRGiojRURogTjDDYZMQ5w/tAOxkqX2Q4jGARmBjW4AbE8Cnx/xOF8BDjN8Zn8+cHj/AIUk5y4fEwRgHpP1sxv5Fix6R2hm2GzigvgI5onBtG7W4FZD4UBWEhYYh2dU3aKcicDkR7f/ACM54UScg3lROXJjRYvhkTF8hFHPSIaqlNVSmqpTVUpqqU1VKaoo46xLVfHQJh1XoAZoVUlXmihKpJDo5oBgwlwKfH/E7P8Akjdigvz5weP+ZJgBO8RTPVn2EmEfQIcnAAEOGeFsJnbh5CzdCdC0mW6UPF4WSJ5NwdE6OTtDa+ZgfuX9P+yeA/twVPj/AInUGD9DGcHj/mSYPao5HhDHWG2A7Npf3Z0OdgmxiGRNTmQ3KJaO6fNEQsPBNXEU+3kbbKA+xq/2cah34Onx/AMTHQiYN4/HHSmiBas/Ps4PH/CmiX+EVqfB72YeFciA5DYNDt2NHiBU+JVe5unDvJ+EDAFiYGUR2EHbbMoHEFwpZaDr/rkCFIRKcdmfbg0+P4M3oWXfjB+dTCLj4/PnB4/4U0S/wYFNl1UXC1bCGLldkALdImLcSGLgbGA3h4KEhGYbmQMC7wt2Ohlt6KOR28iR0Uc4ig6f6/c6k52blwafHawW07MVkKB4gRLEE5BJn4xengngXfnjODx/wpgEnb4JiYztfW20+Rp72ExbvEgiVgNnOBHJCDSADIoGZmPFuxYU+dsHont5kSnkmduRA/v+vQkIZCx4mchwafHbhTHGKNye6I/gAQCEdipM84lB32YlCskcgaY+j3uBCEOQ5Qe1bLzICgA3xJGaQmRnlUK78eKqMk7/AEAP5+fODx/wpDsJyI4HT1zK3zZbIAuCdF66bCakghbELxsFzB0rnZ2SFncIy3elW1F79ogEEGSOctDuN/rsReFXObs+DT47r2mU3SA2zQ8wiXcl3cm6ySJ8tgIqG5LyZfk6iG6Gv584PH/CnK+Y4HUx0REsjbDa4nY67TZcWHHYc3GfMEa4El4QMAWbsVk1u2NXncXQB3h6f67nSidExsJ4NPjuOvIiOPTLDhhGrBRErb8mHsp0/PnB4/4U5XzHAtKJG4rtTaOSEzW0MzQylEwbsNptyB5QNiny2FBuB50DC8hvIxGzynfIGzILnJ2P+ux8yL2hwIWXBp8dx51MgY15+Bw8o8FE9ND8llbQ7/nM4PH/AApyvmOMbYmoIWfo7YMOfwHKpDHeRsWDw2wEz67j50BOiBKgv9ZDDMuRpLA3Bp8dxxcmax4O8Cq+VV8qr5VXyqvlVfKq+VV8qr5VXysfbvEiflfyXZE9vz84PH/CnK+Y4xNighY82ex5txlFixO5O9Arm24CmUdNx9I5E56Bv9Y+Sz3ZpwqfHcNsc+BMDA+HAJjYcd0bu0f8jAFAgg/ZMHIXd+bODx/wpyvmOMbcwoW5A7Atr+QRhvEC+9JxcTo20Om5yexzTctzMdf9bAiZjwqfHcPq+RCXd85uGIlNogo3do78jl2fBXLF7BvzZweP+FOV8xxsu8FCzdI2OHlyJ/30A3gXk28rbc+VlNuJBeFemY9CHr/WNhZ4uEp8dw25wHlMAXnDY2JkQUoiIgm96nhcxqV9SCmj6Fk8H8GLQ2ZY8M/d+bODx/wpyvmOMUGkCgYV3h2BzJn/AAnTgzMk7xY/tWfKym0HAZGCcWfqHT/WLBf2hwAThbyZB4uixSUsXcbhNjh4KYIvsnDMxgGIIgV4xvgp4I4DVU7vNDySeIUuiu561qvrgr3C5XqCfKFghxYM0IFAABEGyJjPOZ8lZfyIKnA5ge1bTmNSbqQUk7JTZ8hX1l9ZEUwo8JRAExZJFECzA9PzM4PH/CnK+Y41bgoXqgiWBJkE0uQ1FNYZ7Ae94sY97c+VlNy4s5A/6w5CYQRi9fGe18F7RbhkK3B5/wArJ88RQdwvQ8C4kTI2h3M+lzJQiZrE7xKZAjuZZ4Ss3eOQJMHzIItIbgxqwRgkSPjRABgcIuSVM3SMGZoMrVlh71LOn7BP4QYktFZZzAqt+1W/aEMSMACDgGHJyZQ/BgMB+bODx/wp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" 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Classificatie of regressie?</p>
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<h3 id="Recap:-Supervised-Machine-Learning">Recap: Supervised Machine Learning<a class="anchor-link" href="#Recap:-Supervised-Machine-Learning">¶</a></h3>
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<p><img src="data:image/png;base64, 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" alt="TypeML.png"></p>
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<h3 id="Decision-tree-(beslissingboom)">Decision tree (beslissingboom)<a class="anchor-link" href="#Decision-tree-(beslissingboom)">¶</a></h3><p><img src="data:image/png;base64, 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" alt="kl1_eEQFyqL3FBkgul7HI4NCAA.png"></p>
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<ul>
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<li>Datastructuur: hiërarchie van if-else-vragen die leiden tot een beslissing</li>
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<li><p>Deze les: algoritmen voor classificatie en regressie die dit soort modellen leren</p>
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</li>
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<li><p>Vragen in de boom: <em>tests</em></p>
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</li>
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<li>Typische vorm bij continue features: <strong>feature ≤ waarde</strong></li>
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</ul>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 14.5px; display: block;">
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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</div><div class="inner_cell">
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<div class="text_cell_render border-box-sizing rendered_html">
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<h3 id="Een-voorbeeld-met-classificatie">Een voorbeeld met classificatie<a class="anchor-link" href="#Een-voorbeeld-met-classificatie">¶</a></h3><p><img src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAWQAAADuCAYAAAAOR30qAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4wLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvqOYd8AAAIABJREFUeJzt3X9wHOWZJ/DvjGVbkQ1jTfBhgWzQLbLXF4SMLGRhyWwwsCtqy1uhsqlbA4kDtuHO2FUoVWe2vGUocKgrXFsRu7paXXzC2ClW7G6WM6Wt+OQsYu8ciWiELOsHLqGMHQvseNg4zFgYK/IPqe8PpZWRNNPTPdNv9/t2fz9V/gOpGbWk6UfP+77P+7wBTdNARETuC7p9A0RENIUBmYhIEgzIRESSYEAmIpIEAzIRkSQYkImIJMGATEQkCQZkIiJJMCATEUkiz8rFt9xyi3bnnXcKuhUiIm86ceLEbzRNW5rpOksB+c4770RPT0/2d0VE5EOBQOATM9dxyoKISBIMyEREkmBAJiKShKU5ZPKveDyOjo4u9PcPYnJyHMFgPsrLy1BbW41wOOz27RF5AgMyZRSNRtHS8g66um5GJFKM0dH5CIWuY926EZw8OYDHH/8mSktL3b5NIuUxIJOheDyOlpZ30NxchPPnC6Y/nkgsQFvbUnz00SIA72DXrmeYKRPliHPIZKijowtdXTfPCMbJzp8vQFfXzejsjDh8Z0Tew4BMhvr7BxGJhAyviURC6OsbcOiOiLyLAZkMTU6OY3R0vuE1o6PzMTl51aE7IvIuziG7RJWqhWAwH6HQdSQSC9JeEwpdRzC40MG7IvImBmQXqFS1UF5ehnXrRtDWln4b/rp1o1iz5h4H74rImxiQHSZj1YJRtl5bW42TJwfw0UeLUi7sFRePobr6C9TUrHPkXom8jAHZYWarFioqIti06VHh92MmW3/88W8C0K8JJV0ziurqL/D449+UapqFSFUMyA6bqlooNrwmEglh/foB4QHZSra+a9czqKiIYP36AUxOXkUwuBBr1tyDmpp1DMZENmFAdphMVQtWs3X9HxGJwbI3h+lVC0acqlpgjTGRXBiQHTZVtTBqeI1TVQsyZetExIDsuNraalRXf4Hi4rGUn3eyakGmbJ2IOIfsuHA4LE3VAmuMieTCgOyC0tJSKaoWWGNMJJeApmmmL66srNR4yKm3zKxDTp2ty7JrkEhVgUDghKZplZmuY4bsc7Jk60TEDJmISDizGTKrLIiIJMGATEQkCQZkIiJJcFFPEqo0rJcNf27kJQzIElCpYb1M+HMjr2FAdpmMDetVwJ8beRHnkF1mtgVmZ2fE4TuTG39u5EUMyC5jC8zs8OdGXsSA7DK2wMwOf27kRQzILmMLzOzw50ZexIDsMpka1quEPzfyIgZkl8nUsF4l/LmRF7HszWUyNaxXCX9u5EXs9iaJeDyOzs4I+vrYAtMK/txIBWa7vTEgExEJxvabRESKYUAmIpIEAzIRkSRYZUHCsUUmkTkMyCQUW2QSmceATMKwRSaRNQzIJIzZFpkVFRFs2vSobV+XUySkKgZki/iwmzfVIrPY8JpIJIT16wdsC8icIiGVMSBbwIfdGqdbZHKKhFTHgGySyIfdq1m33iIzkViQ9ho7W2Q6OUXi1d8ZuYsB2SRRD7vorDsWi+GpJ57AoZYWLFu2LOvXycZUi8wRtLUtTXuNnS0ynZoi4UiJRGFANknEw+7EEHv/q6+i+4MPsP/VV/GDxkZT92RX5ldbW42TJwfw0UeLUv4hs7tFphNTJJwWIZEYkE0S8bCLHmLHYjEcPnQI7fffj4cPHcLuv/orwyzZ7szP6RaZTkyRuFU5Qv7AgGySiIdd9BB7/6uvYktxMe5dsgTfuf12wyxZVOZXWlqKXbueQUVFBOvXi22R6cQUiRuVI+QfDMgmiXjYRQ6x9ez41IYNAIDdJSW42yBLFpn5hcNhbNr0qPAA5cQUCQ9XJZEYkE0S8bCLHGLr2XFRfj4AoCg/3zBLtivzc7P6wIkpEqcrR8hfGJBNEvGwixpiz86OdUZZsh2ZnwzVB6KnSJyuHCF/YUC2wOrDnilbzDXrTvf6/6f1f8/IjnVGWXKumZ9M1Qcip0icrhwhf2FAtsjsw242W8w26073+uXl/Tjx87cw/OCDKe8rXZaca+aXzRy0ipsreLgqicSALICVbDGbIbbR639w/Di23rF8TnasS5cl55r5WZ2DlmF6IxvxeBxDQ1EEAhoqKy9i7drfIC9PQzC4EPfeW87DVSknDMgCWM0WrQ6xjV4/LxBF09kzaDp72vA1ahYvnvHfuWZ+VuagZZresGLmH5EVc34+f/iHd0l1v6QeBmQBRNeqGr3+2MR/BwAUFl5Dff157N37gunXzWVBzMoctIqbK1T9I0JqYUAWQHStqsjXz3ZBzMocdF/fgKObK+yYq1bxjwiph4ecCqBni0ZyqVUV/frZqK2tRnX1FyguHkv5+eQ5aCc3V0SjUTQ2HkBT0wgaGorxyiur0dBQjKamETQ2HkA0GjX1OlOjkpDhNZFICH19AznfM02JxWKo27gRn332mdu34hgGZAGmssVRw2tyqVUV/frZ0Oegt22Loa7uIgoLr+GrX72KP/uzX+Ev//JjbN06AkBDR0cXAoGFjvxBSZ5maGtbikRiASYnA9PTDM3NRWhpeQfxeDzja3GHnvOSG2P5BQOyAFayRRlfP1v6HPSOHSV4/vlP8Oyzv8Rvf5uHH/7wP2LfvtX4m79ZgaamEVy/fgNVVZcMX8uOPyhmpxk6OyMZX0vGUYmXJTfGOnzokG+yZM4hCyC6VlXmWthwOIyamnXo7e3Hj350R8oFsE8+WYDHHruAU6cWC91cYefiqp079FSsv3aalcZYXsKALIjoLbxOdlGzKlNmOjQUQnn5ZTz11Dl8+GFYyB+UeDyOa9fGsXXrWRQUTGBsbB4GB0Po7g7PqAQxO81g1w49VeuvnWS1MZaXMCDbKF3m89xz24UESKe6qFllJjM9duw/YPXqT7FjR4ntf1D0oBeJfBU9PYXTQa+iIoFt287iyJHbcPr0TQDMTzPYMSph6Zw5VhtjeQkDcpZmB99AYD6uX59ET0/Y95mP2QUwTbtu+x8Uo6DX3n4rhodvwubN59DcXIJEYoGluepsRyX6e6WnpxddXUtYOmcgm8ZYXsKAnIXkYefHH9+K8vJL+NrXvkBenoa7745D0yamh8Z+zHzcbFFpZiGvt3cJqqriOHXqZstz1VZHJcnvlbIyoKen0PB6vze3n50d6/ySJXsuIIteMEnOwPLzJ/Ctb53HyZNL0NT0B2mHxn7LfNxsUWlmuqS3txDPPvtL3H//FaGLn7Oz9aqqiyydM5AuO9b5IUv2VEB2YsFEz8CuXMnD5s3n8Pbby00Njf2U+bjZotLsdMnChZPCRyyzs/WxsXlsbm8gXXas80OW7JmAnMuCiZWsWs/Aqqri6O01ng/Uh8bHji3zVebjZlme2emSefPyhU8fzc7WBwdDqKhIoL391rT/j5+b23/Y1YXO4WG8PjxseN3sxlhe4pmAnG2vAatZtZ6BlZWN4o03Sgzvqbe3EFu3nsWxY8t8l/m4VZYn04kes7P17u4wtm07i+Hhm9jcPoWOnh63b8F1ngnI2WwCyCar1jOwgoIJU0PjgoIJAP7MfNwoy5PpRI/Z2XoisQBHjtyGzZvPobd3CXp7C6XZ0ENy8ExAzqbXQDZZtZ6BmZ0PHBub5/vMx0ky7WJMla2fPn0TmptLUFUVn960AuShsrLC9Q095D7PBORsSq2yyar1DGxwcFHG+cCKigRGRxdg27YYMx8HybKLMV22nkgswLFjy3Dq1M3Yti3mm3JIyswzATmbucNssmo9A2tp+WeMj3+ZYT4wjjVryrBx4x/xgXOYDLsYZcrWSQ2eCcjZzB1mu4FhKgN7FkePHsOWLVF0dxeipyec4mHb7JvdeZSaLNk6qcEzATmbbCSXFflwOIwnn9yMeDyOzs4I+vr4sFFqMmTrpAbPBGTAejZix4q8TA9bLBbDU088gUMtLZ7dyUSULRWej4CmaaYvrqys1Ho8Vis4sw45dVatyrRD/c6dONzcjO9u3+7ZnUxE2XLz+QgEAic0TavMeJ3fAzIAT0w7xGIxfK20FO333YeHe3pwKhqVNgsgcprbz4eSAZknKWSvfudO4L330LB6NeqHhhB45BFmyaQsu6cX3H4+lAvIXpo6cJr+1//Uhg0oys9HbHwcd3d0MEsWiMmDWHZOL8jwfCgVkOPxOBobD8zZwqwrLh5jAb2B5L/+0x9jliwMkwex7J5ekOH5MBuQpTh12s7Tgf1G7yG7u2Rmo6PdJSW+Oq3XKcn9T9raliKRWIDJycB0/5Pm5iK0tLyDeDzu9q1KIRaLoW7jRkvvw1QHnOby9VV6PqQIyFNbmEOG10QiIfT1DTh0R+owc8IC2YfJgzX7X30V3R98YPp9ODuA5ho4VXs+pAjI2WxhpvR//XWyZgEqM5s8RCIf4uWXX8a+fa+htfWoLzNm/f3Zfv/9pt+HRgecZvv1VXo+pAjI+hZmIzL3E47H42htPYp9+15z9CG0csIC2cNs8jBvnoZXXlmNhoZiNDWNoLHxAKLRqEN3KQerUw92Ty+o+HxIsVPPrabiVlfKU11/xx0rcPbsCLq6Qo6fNu3UCQsq7HByitn+J2Nj82bMLfvtoNvZ5+OZOQ/P7gNOVTyBRIqA7EZTcasnhaS7vrLyc9x77w2cPp0/oxG5Ew+hUycsJM8D+r1qw0zyUFGRwODgzGkNvx10azT1kOo9JOKAUxVPIJFiykJvDLRtWwx1dRdRWHgNwaCGwsJrqKu7aHs/Yasr5UbX/+u/3oqWlhV47LELKCy8NuPreGGBJ5t5QC+rra1GdfUXKC4eS/n54uIxVFRcQnf33PeqXxams5l6kHl6IZtKkWwJzZCtTAk42abQ6kkhZq5PPtA0meqnTaeaB/RzlmzUVbCiIoGKiks4cuS2lFMaflmYzmbqQebpBSdHiMI2hshcPL9v32toaCg2nAcsLLyG+vrz2Lv3BdPXb99+Fvv3r5rx8WBQw4svfoyXXnrRtvt3igw7nGQ1u//J9evA4ODN+NnPlqZ9nyS/p7xq9ntmzucVew/ZtUnF1Y0hshfPWy2zM3t9fv7EnGkLmatDMrGzBMlr9Lare/e+gJdeehFVVZW4dm2B4R9tPxx0K/PUQzbs3KRihpApi2wOD3WS1ZNCzF5/9WpwzrSFqg9hukWWbBZX/ECm067dJPPUg1XZVIrkSkiGLPvOu6mV8lHDa5IDaXl5GSorE4bXV1QkMDR0E8rKfv+6Kj+Equ1wcpvTC9Oy6ujpgaZpGf+pUAHhxghRSIZs5847EV21rGYztbXViER6MDSU/kDTiopLOHjwTqxZM4rCwmtKH2IpogRJf10v1zPz/DzvcGuEKCQgZ3t46GxWa4XNsnr+XjgcxsKFeXj88XM4cWIJensLU66sT04GMDERQH39eaUfQivzgFZWnf1QzyzTkV6UPbs3qZglpMqitfUompqMi+fr6i5ix46StG9cJ1pyWjkppLX1KA4ePIPxcaCsbBQFBRMYG5uHwcEQurvDSCQWZPyeVFFbWYnOEycyXlezdq3poaebJza41buYPZPVJKJSxGyVhZAM2Y4FDicWBq1kM/r31NxcNKfWGBA/X+zkwy1ifs+temZRoyxZvy7lTtQI0QwhAdnqlEAqUwuDxYZfx8lNF2a/J2Aqm7YzcKr+cLuxWg3MLL9M/sMuemu7W1+X7OFmpYiwnXq5LnDI2JIz0/f0+eefo7HxgK2B0wsPt9W+BkasLAy6VX4pe9knGXOzAkTo1ulcFjjsWhi0W7rvSVTgVP3htnu12srCoFujLNlGd6Jxrtw+UnR7S8WtlpzZEhU4VX+47VytTm509LCJYO7WKCubr6tqUEs1nXbTTb/Govnfw+Yt38Szz35X6uk02UgbkJ3a+WTXgyAqcMo4dWOW3fXMVhcG3RplWf26qq4RpBsV/vbyT4DgWbx5oBuAhr7Iz/DWj3/sydpzu0kbkO1YGMzEzgdBVOCUderGDDtXq7NZGDQ7ygqFQti37zXbMlMrozuV1whSjwoTCOL/4t9q16PmeCfe+ccrGP31CU/XnttJ2oAMiN35ZPeDICpwqjZ1k8zO1epsFgbNjLIqKn6D998vxPHj9mWmVkZ3Kq8RpBoVLggewVN3LMe9S5bgu3fcjsOf9qBjQ42pKSaSPCAD4nY+2f0giAqcKjetsWu1OtuFwUyjrKlgvBRdXbdM/z92ZKZWRncqrxHMHRVOZcd7V30dALB31V1469yI8N1tXiJ9QBbF7gdBVOB0YupGdrksDKYbZYVCIbz/fuGMYJws18zU7OhO5TWC2aNCPTtOHsU8vWIF9kej2F1ayi6BJvg2INv9IIgMnH5uWmPHwmCqUda+fa/h+HGxmamZ0Z3KawQzR4Uzs2PdCytX4u72duwuLWWWbIJvA7KIB0Fk4PRr0xpR21hlyUxVXiNIHhX++sLM7FhXlJ+P7zBLNs23AVnUg+DXwCmKqG2ssmSmKq8R6KPCy5ffxP/823/D3lUPprxud2kps2STpDh12g1mTg+W9UHwE1ENz60eUiCK6o3tS0tLceXSr7H1zhXGoxg9SzY4eZp8nCFzsczfZMpMVV8jGOzrQ2c0ir+NRg2vqwmHWXGRgbBTp1VhpScyeYvMJ6OrSkQvbS8w2w/ZkYCs6j59ko/dx0DxD7I9vH48V66kCcjMQshO9Tt34nBzM767fTuHvBLh78WYFAHZiWOYyD/cPAaK0uPvJTOzAVlolYXZ7cmdnRGRt0EekarbG7mPvxf7CA3IU9uTQ4bXRCIh9PUNiLwN8gB9x97ukhIAYPmUJPh7sZfQgCzLbihSn1G3N3IPfy/2EhqQ9d1QRmTdp0/y0LOwLUVFqPvgA3w2Pg6A2ZjbZmfHOv5esic0IMuyG8oNsVgMdRs38k1pAz0LO3zuHLoTCez/3QYEt7OxeDyO1taj2LfvNbz88svYt+81tLYeRTwed+we3HyfmenCR9YIDch+3p6cfBgnZS85Oz786ador6nB4U8/dT1LjkajaGw8gKamETQ0FOOVV1ajoaEYTU0jaGw8gGiGXWt2cet9li471jFLzg7rkAVgGZB96nfuBN57D7hxAwDQUFaG+sFBBAD8oKxs6pqhIQQeecSx+lcz5ZxbtnyC+fM1oZug3Hyf6b+XhtWr01/j8O9FZmbL3oT3slB9n342rB7GSenp3d7yg0H88o//GMBU97A/+OlP0XDmzPR1Vru95cJcOWcYeXkaurvDwg4rdfN9JqoLn9/5vpeF3fSs5dSGDSjKz0dsfBx3d3QwS85BqmzMrewrHo/j9df/DuPjwFe+MoGxsXkYHAyhuzs8o5VnYeE1bN16Fn/916sA2L8JSsT7jNufxZFiY4gfsQzIXjKt5Ovzxl1dS9DcXILvf3813nijBDduBLBt21ncddfl6WtHR+ejoGBi+r/t3gQl4n3GdQ/3MSDbSKbg4RWyrORPnVL+zxgcXIjy8kvYtes0vve9X6CqKo7e3kK8/fZyPPbYBRQWXgMwVc45NjZvxmvYtQlKxPtMf832++/ne9VFDMg2kiV4qMBMuZZMK/k/+Ukbxsdv4NKl+XjjjbnZcX7+BHp7l6CqaqrkraIigcHBmbtU7doEJeJ9xu3PcmBAtolMwUMFZobHVs7TEykej2N4+DTeemsF2ttvRSKxAJOTASQSC9Defut0dnzmzGKUlY2iuHgMFRWX0N09c67Yjk1QIt5n3P4sDwZkm8gSPFRgdnj8YVcXXh8eRuDdd1P++0prK14fHkb3z38u9H47OrrQ3R02rKro7V2CVasuo6BgAps3n8ORI7fNOa/Pjk1QIt5nXPeQh2+PcLIby4DMM1uuZXSihN5/97860H+3v38QPT3Fhtf09hZi69azuHYtiObmkjnB2K5NUHa/z/Q/jqc2bJjx8d0lJTwh2gXMkG0i6jBOr7FjeOz0ApTZJlkFBRPIywtg3brRrA4rNTOvbvf7jOsecmFAJkfZMTx2egHKbJOsiYkAnn76CezYUYL6+vN48cWPUV9/Hjt2lGDXrmcybgpxuuyM6x7y4cYQcszszQzTH7ewqcGNjTetrUfR1DSCtralaa955JHP8O1v34Jvf3tzVl/DjW3Q3P7sHG4MIUNudAmzY3jsxgKUmSZZ69d/iT/90z/J+mu4UXaWadE08O67jiya0u8xQ/Yppw+lTJcdT3/eRKZrR4adLZFNsmTdbs+t1PZhhkwzJGfEbuzKsqNcy80FKL1JVrbzw0ZkLTvjVmrnMUP2ieSMWNM04L33sLukBA90dGDjt76FHx48KPTr11ZWovPEiYzX1axdm7JCwI4MW0ZuZv1m7ostZO3BDJmmJWfEh958E28ePIjdJSXYH43i86tX8Q8tLcKz5FzLtby68UbWsrNUc9o8BUc8324Micfj6OjoQn//ICYnx4U2Endb8sP1xLJliCQSADB9AscfdXTgpT17hGfJufDixpt0mzJ0bm3O6Ovrw/86cADRhx6acR9ffvnl9BQGqy7E8OWUhZ9OMUm1YPS19nb8+W23YVFeHhrKyvD8wADe/NWvMDwywmGpjTItisladnZfeTnuu3wZf1dePv2x54eGcPDsWfy/9es5hZEFTlmkMdVG8R00NxehrW3pjEYxbW1L0dxchJaWdxw9qFKklAtGy5fjH86fx+7f/dF5YeVKaBMTeGnPHjdvNSPVhsyZFsVkLDvr6+vDqVOnsHfVqhkff6GkBJicdH0qxet8F5DNHb9jXyNxN6XbifXCypVAIIDA7/67KD8fT69Y4chcci5UWvU3U8ki43b77Vu2YOuKFSnntJ9esQL7o1Hu4BPIdwG5v38QkUjI8Bq7Gom7zWjBSH+4dCKzZDsyW9UaqKvYX1jPjvfMyo51L6xcicOffooAoMz3pBrfBWSzjWLsaCTupkx9CvSH67PxcQBTQfrJ5ctx7OhR2+/FjsxWpQCnan/hdNmxrig/H9/JMUtWbdrJab4LyGYbxeTaSNxtpsrEZmXJe1etwuUrV2x9WOzIbFULcLJu9DASi8Xwi6Eh/I+zZ43ntM+cQXciYfg9GQVdlaad3OC7KgszjWLq6i5ix44SbNr0qIN3Zi/TGzHCYXQ88MD0f9u9qp9cSZDta8t06nQmsm70yMSo4uP5gQEEAwH8oKxsxsfTfU/ptuX7ebMJqyzSMNMoxo5G4m5LtWBUs3btnOs643Fhq/p29j5W5eBYWTd6GLE6vaVL9T0ZjYhUmnZyi+8yZMBfdchusiOzNcrcZr+W281wVN3ebaYeekd/P9745BNcm5yc87nk7e7pRkSyNlByitkM2ZcBGZiqR+7sjKCvbwCTk1cRDC7EmjX3oKZmned26rlBRO/jOZ+f9VpOd7CbTdaNHpnk2mdEZxR0X/v+95WZdhKBAZlcZSWzzeY1Zr/Wf9uzx/X5SbsCm6rSjYjG1q/Hj//pn5SbV7cTAzK5xq6hu5UAd191teHiodvTGV5nNCJa9f77+Ivly3Fg1qIg4J8smYt65Bq7OrOZ3cn243/5l4yLhyy3EstoMfPJ229H4MaNlP+frIuzbmGGTLZzeuieafHQz+VWTjA1Impvx6mHHsKyFJ/3Q5bMKQvyBTOLh8kLSn54+J2Wa5UG4N15dR0DMvlCpsXD2QtKflpIcorTIyIV1wM4h0yel2lDw+6SErz993+PP1+2TKltzLlyul+E013rvLwewIBMyjKzeJhqQcnrC0leDliqdf2zilMWpKxs+3UA3l1I8voCph29UdzAOWTyNVW3MedK1YBlhsrbrzmHTMrLZS7Uq6dUG1GtTalVKrY1tYoZMkkrl94UftzGrFKbUqtUbWuq45QFKc3rc6F2Uz1gZWJHbxQ3ccqClMbeudao2IfZLDPljV6ZmmFAJkNunIHm9blQu3k9YPlpPYABmQw5VdOaHPhVWbyR5cBOrwesD7u68PrwsPFZfzaedOMqMzts9H9r167VyD8uXLigFS5apPV+/etaePFiLRaLCftazz/3nFa4cKG2/amntMJFi7QLdXWa9o1vTP+7UFcn/B6s0u+5fudOV++jZu1aDUDGfzV8fl0DoEczEWOZIVNaTs3jJu+++seWFnxHgblQt3aMpcrKnd66TOI4XmURj8fR0dGF/v5BTE6OIxjMR3l5GWprq3l0kkScLMLXV9B3l5Rg5Xvv4RcPPyz9Zg63NmC4fUwVZUfKsjceLqoOp2pakwP//mgUmqbh9XvuSX9fEpQ4ubVjjKWA6pIuIMfjcTQ2HkBzcxHOny+Y8/ni4jFs2xbDrl3PMFN2mZM1rcmBv/b4cXTG4xn/H6c2c6Rr8+jWBgwvb4v2OunqkDs6utDVdXPKYAwA588XoKvrZnR2Rpy6JUrDqZrW2eVaHQ88AO0b38CFujqEFy9GLBZzbC401dxsqgqTdCVmokvLrJQCylL9QdY5FpD7+wcRiYQMr4lEQujrG3DojigVJ2taZdrMMDv4plu0c+uerZQCern9ptc5FpAnJ8cxOjrf8JrR0fmYnLzq0B1RKk7VtMq0mSFV8E1VYeLWPVvJyr3eL9jr8pz6QsFgPkKh60gkFqS9JhS6jmBwoVO3RCl82NWFzuFhvD48bHhdzeLFOX0dK4Ff9Dzp7OD70p4908c+AVOB7+5Dh3DlyhVX7tlMVq5/vVR/SDjPrA7HFvVaW4+iqWkEbW1L015TV3cRO3aUYNOmR7P6GqQOWbqxpaqYWPX++/iL5ctxoKxs+rr6oSG8e+kSRv793x29Zyt9nTVNU7ZfsNeZXdRzLEOura3GyZMD+OijRWmrLKqrv0BNzTqnbolcJMsmhVRzs0/efjsmUhz79KOODsRiMUeDm5WRhKZpaeeZmSWrgXXI5FuG5X3t7Tj10ENYlvRxN0rNzI4kqu65B9EzZwxLFTVNU+60Zq+Qrg5ZF4/H0dkZQV/fACYnryIYXIg1a+5BTc061h+Towx77A4OIgDgB0nTFjJPAZjpF6xpGnf5uUTagEwkA1NzsxYgPJmyAAACRklEQVSy5HSbSJxg5nv5T8ePIwCgvaqKu/xcIN3GECKZmJmb/c/Fxbjjpz811eZRRO2v2Q0eZr6Xu/Lz8URRERv+y85Mlyj9H9tvkkouXLig/cmDD6Zs2Wlny0pRbUrNtvc0873kB4PTLU1lbGXqdWD7TfI7o6zVzpaVItqUWtngkel7ef655/BfSkulb/hPnEMmj3KqM5qozm92NRLy+uGnquAcMvmaU831RRw3ZeeZgjL1C6HMmCGT5zjVr1hU9mlXe08ru/yYJYvFDJl8y6lDUkVkn3a29/T64adexAyZPMWpOVNR2aeZDR5ms2RZ+oUQM2TyKafmTEVkn3a39+Thp+phhkye4eScqYjs0yg7nr6GRzcpSbpub0SiOdljWURW6VQvapIXAzJ5huoBjVMHxIBMnsGARqrjoh4RkSQYkImIJMGATEQkCQZkIiJJMCATzWK2MbyMVL53YkAmmkPE6R9OUfneiQGZaAYrjeFlo/K90xQGZKIkTvVRFkHle6cp7GVB9DtO9VEWQeV79wN2eyOyyKk+yiKofO/0e8yQiaD22XMq37tfMEMmskDls+dUvneaiRky+Z7KZ8+pfO9+wgyZyCSVz55T+d5pLrbfJN9TuY+yyvdOczEgk++p3EdZ5XunuThlQUQkCQZkIiJJMCATEUnCUtlbIBC4COATcbdDRORJd2iatjTTRZYCMhERicMpCyIiSTAgExFJggGZiEgSDMhERJJgQCYikgQDMhGRJBiQiYgkwYBMRCQJBmQiIkn8fxjENAWTab+rAAAAAElFTkSuQmCC" alt="1.png"></p>
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" 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<h3 id="Intermezzo">Intermezzo<a class="anchor-link" href="#Intermezzo">¶</a></h3><p><img src="data:image/png;base64, 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" alt="ssss.png"></p>
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<p><span class="MathJax_Preview" style="color: inherit; display: none;"></span><span class="MathJax" id="MathJax-Element-1-Frame" tabindex="0" style="position: relative;" data-mathml="<math xmlns="http://www.w3.org/1998/Math/MathML"><mi>a</mi><mi>c</mi><mi>c</mi><mi>u</mi><mi>r</mi><mi>a</mi><mi>c</mi><mi>y</mi><mo>=</mo><mfrac><mrow><mi>a</mi><mi>a</mi><mi>n</mi><mi>t</mi><mi>a</mi><mi>l</mi><mspace width="thinmathspace" /><mi>c</mi><mi>o</mi><mi>r</mi><mi>r</mi><mi>e</mi><mi>c</mi><mi>t</mi><mi>e</mi><mspace width="thinmathspace" /><mi>v</mi><mi>o</mi><mi>o</mi><mi>r</mi><mi>s</mi><mi>p</mi><mi>e</mi><mi>l</mi><mi>l</mi><mi>i</mi><mi>n</mi><mi>g</mi><mi>e</mi><mi>n</mi></mrow><mrow><mi>t</mi><mi>o</mi><mi>t</mi><mi>a</mi><mi>a</mi><mi>l</mi><mspace width="thinmathspace" /><mi>a</mi><mi>a</mi><mi>n</mi><mi>t</mi><mi>a</mi><mi>l</mi><mspace width="thinmathspace" /><mi>v</mi><mi>o</mi><mi>o</mi><mi>r</mi><mi>s</mi><mi>p</mi><mi>e</mi><mi>l</mi><mi>l</mi><mi>i</mi><mi>n</mi><mi>g</mi><mi>e</mi><mi>n</mi></mrow></mfrac></math>" role="presentation"><nobr aria-hidden="true"><span class="math" id="MathJax-Span-1" style="width: 18.772em; display: inline-block;"><span style="display: inline-block; position: relative; width: 15.015em; height: 0px; font-size: 125%;"><span style="position: absolute; clip: rect(1.031em, 1015.02em, 3.023em, -1000em); top: -2.277em; left: 0em;"><span class="mrow" id="MathJax-Span-2"><span class="mi" id="MathJax-Span-3" style="font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-4" style="font-family: MathJax_Math; font-style: italic;">c</span><span class="mi" id="MathJax-Span-5" style="font-family: MathJax_Math; font-style: italic;">c</span><span class="mi" id="MathJax-Span-6" style="font-family: MathJax_Math; font-style: italic;">u</span><span class="mi" id="MathJax-Span-7" style="font-family: MathJax_Math; font-style: italic;">r</span><span class="mi" id="MathJax-Span-8" style="font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-9" style="font-family: MathJax_Math; font-style: italic;">c</span><span class="mi" id="MathJax-Span-10" style="font-family: MathJax_Math; font-style: italic;">y<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.006em;"></span></span><span class="mo" id="MathJax-Span-11" style="font-family: MathJax_Main; padding-left: 0.278em;">=</span><span class="mfrac" id="MathJax-Span-12" style="padding-left: 0.278em;"><span style="display: inline-block; position: relative; width: 9.521em; height: 0px; margin-right: 0.12em; margin-left: 0.12em;"><span style="position: absolute; clip: rect(3.325em, 1009.39em, 4.33em, -1000em); top: -4.57em; left: 50%; margin-left: -4.7em;"><span class="mrow" id="MathJax-Span-13"><span class="mi" id="MathJax-Span-14" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-15" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-16" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">n</span><span class="mi" id="MathJax-Span-17" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">t</span><span class="mi" id="MathJax-Span-18" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-19" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">l</span><span class="mspace" id="MathJax-Span-20" style="height: 0em; vertical-align: 0em; width: 0.167em; display: inline-block; overflow: hidden;"></span><span class="mi" id="MathJax-Span-21" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">c</span><span class="mi" id="MathJax-Span-22" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">o</span><span class="mi" id="MathJax-Span-23" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">r</span><span class="mi" id="MathJax-Span-24" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">r</span><span class="mi" id="MathJax-Span-25" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">e</span><span class="mi" id="MathJax-Span-26" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">c</span><span class="mi" id="MathJax-Span-27" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">t</span><span class="mi" id="MathJax-Span-28" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">e</span><span class="mspace" id="MathJax-Span-29" style="height: 0em; vertical-align: 0em; width: 0.167em; display: inline-block; overflow: hidden;"></span><span class="mi" id="MathJax-Span-30" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">v</span><span class="mi" id="MathJax-Span-31" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">o</span><span class="mi" id="MathJax-Span-32" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">o</span><span class="mi" id="MathJax-Span-33" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">r</span><span class="mi" id="MathJax-Span-34" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">s</span><span class="mi" id="MathJax-Span-35" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">p</span><span class="mi" id="MathJax-Span-36" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">e</span><span class="mi" id="MathJax-Span-37" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">l</span><span class="mi" id="MathJax-Span-38" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">l</span><span class="mi" id="MathJax-Span-39" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">i</span><span class="mi" id="MathJax-Span-40" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">n</span><span class="mi" id="MathJax-Span-41" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">g<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.002em;"></span></span><span class="mi" id="MathJax-Span-42" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">e</span><span class="mi" id="MathJax-Span-43" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">n</span></span><span style="display: inline-block; width: 0px; height: 4em;"></span></span><span style="position: absolute; clip: rect(3.325em, 1008.69em, 4.33em, -1000em); top: -3.584em; left: 50%; margin-left: -4.353em;"><span class="mrow" id="MathJax-Span-44"><span class="mi" id="MathJax-Span-45" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">t</span><span class="mi" id="MathJax-Span-46" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">o</span><span class="mi" id="MathJax-Span-47" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">t</span><span class="mi" id="MathJax-Span-48" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-49" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-50" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">l</span><span class="mspace" id="MathJax-Span-51" style="height: 0em; vertical-align: 0em; width: 0.167em; display: inline-block; overflow: hidden;"></span><span class="mi" id="MathJax-Span-52" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-53" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-54" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">n</span><span class="mi" id="MathJax-Span-55" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">t</span><span class="mi" id="MathJax-Span-56" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-57" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">l</span><span class="mspace" id="MathJax-Span-58" style="height: 0em; vertical-align: 0em; width: 0.167em; display: inline-block; overflow: hidden;"></span><span class="mi" id="MathJax-Span-59" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">v</span><span class="mi" id="MathJax-Span-60" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">o</span><span class="mi" id="MathJax-Span-61" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">o</span><span class="mi" id="MathJax-Span-62" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">r</span><span class="mi" id="MathJax-Span-63" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">s</span><span class="mi" id="MathJax-Span-64" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">p</span><span class="mi" id="MathJax-Span-65" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">e</span><span class="mi" id="MathJax-Span-66" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">l</span><span class="mi" id="MathJax-Span-67" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">l</span><span class="mi" id="MathJax-Span-68" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">i</span><span class="mi" id="MathJax-Span-69" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">n</span><span class="mi" id="MathJax-Span-70" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">g<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.002em;"></span></span><span class="mi" id="MathJax-Span-71" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">e</span><span class="mi" id="MathJax-Span-72" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">n</span></span><span style="display: inline-block; width: 0px; height: 4em;"></span></span><span style="position: absolute; clip: rect(0.846em, 1009.52em, 1.292em, -1000em); top: -1.328em; left: 0em;"><span style="display: inline-block; overflow: hidden; vertical-align: 0em; border-top: 1.3px solid; width: 9.521em; height: 0px;"></span><span style="display: inline-block; width: 0px; height: 1.108em;"></span></span></span></span></span><span style="display: inline-block; width: 0px; height: 2.277em;"></span></span></span><span style="display: inline-block; overflow: hidden; vertical-align: -0.778em; border-left: 0px solid; width: 0px; height: 2.182em;"></span></span></nobr><span class="MJX_Assistive_MathML" role="presentation"><math xmlns="http://www.w3.org/1998/Math/MathML"><mi>a</mi><mi>c</mi><mi>c</mi><mi>u</mi><mi>r</mi><mi>a</mi><mi>c</mi><mi>y</mi><mo>=</mo><mfrac><mrow><mi>a</mi><mi>a</mi><mi>n</mi><mi>t</mi><mi>a</mi><mi>l</mi><mspace width="thinmathspace"></mspace><mi>c</mi><mi>o</mi><mi>r</mi><mi>r</mi><mi>e</mi><mi>c</mi><mi>t</mi><mi>e</mi><mspace width="thinmathspace"></mspace><mi>v</mi><mi>o</mi><mi>o</mi><mi>r</mi><mi>s</mi><mi>p</mi><mi>e</mi><mi>l</mi><mi>l</mi><mi>i</mi><mi>n</mi><mi>g</mi><mi>e</mi><mi>n</mi></mrow><mrow><mi>t</mi><mi>o</mi><mi>t</mi><mi>a</mi><mi>a</mi><mi>l</mi><mspace width="thinmathspace"></mspace><mi>a</mi><mi>a</mi><mi>n</mi><mi>t</mi><mi>a</mi><mi>l</mi><mspace width="thinmathspace"></mspace><mi>v</mi><mi>o</mi><mi>o</mi><mi>r</mi><mi>s</mi><mi>p</mi><mi>e</mi><mi>l</mi><mi>l</mi><mi>i</mi><mi>n</mi><mi>g</mi><mi>e</mi><mi>n</mi></mrow></mfrac></math></span></span><script type="math/tex" id="MathJax-Element-1">accuracy = \frac{aantal\,correcte\,voorspellingen}{totaal\,aantal\,voorspellingen}</script></p>
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<p><span class="MathJax_Preview" style="color: inherit; display: none;"></span><span class="MathJax" id="MathJax-Element-2-Frame" tabindex="0" style="position: relative;" data-mathml="<math xmlns="http://www.w3.org/1998/Math/MathML"><mi>a</mi><mi>c</mi><mi>c</mi><mi>u</mi><mi>r</mi><mi>a</mi><mi>c</mi><mi>y</mi><mo>=</mo><mfrac><mrow><mi>T</mi><mi>P</mi><mo>+</mo><mi>T</mi><mi>N</mi></mrow><mrow><mi>T</mi><mi>P</mi><mo>+</mo><mi>F</mi><mi>P</mi><mo>+</mo><mi>T</mi><mi>N</mi><mo>+</mo><mi>F</mi><mi>N</mi></mrow></mfrac></math>" role="presentation"><nobr aria-hidden="true"><span class="math" id="MathJax-Span-73" style="width: 14.588em; display: inline-block;"><span style="display: inline-block; position: relative; width: 11.631em; height: 0px; font-size: 125%;"><span style="position: absolute; clip: rect(1.126em, 1011.63em, 2.928em, -1000em); top: -2.277em; left: 0em;"><span class="mrow" id="MathJax-Span-74"><span class="mi" id="MathJax-Span-75" style="font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-76" style="font-family: MathJax_Math; font-style: italic;">c</span><span class="mi" id="MathJax-Span-77" style="font-family: MathJax_Math; font-style: italic;">c</span><span class="mi" id="MathJax-Span-78" style="font-family: MathJax_Math; font-style: italic;">u</span><span class="mi" id="MathJax-Span-79" style="font-family: MathJax_Math; font-style: italic;">r</span><span class="mi" id="MathJax-Span-80" style="font-family: MathJax_Math; font-style: italic;">a</span><span class="mi" id="MathJax-Span-81" style="font-family: MathJax_Math; font-style: italic;">c</span><span class="mi" id="MathJax-Span-82" style="font-family: MathJax_Math; font-style: italic;">y<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.006em;"></span></span><span class="mo" id="MathJax-Span-83" style="font-family: MathJax_Main; padding-left: 0.278em;">=</span><span class="mfrac" id="MathJax-Span-84" style="padding-left: 0.278em;"><span style="display: inline-block; position: relative; width: 6.143em; height: 0px; margin-right: 0.12em; margin-left: 0.12em;"><span style="position: absolute; clip: rect(3.332em, 1002.71em, 4.243em, -1000em); top: -4.483em; left: 50%; margin-left: -1.352em;"><span class="mrow" id="MathJax-Span-85"><span class="mi" id="MathJax-Span-86" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">T<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.085em;"></span></span><span class="mi" id="MathJax-Span-87" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">P<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.077em;"></span></span><span class="mo" id="MathJax-Span-88" style="font-size: 70.7%; font-family: MathJax_Main;">+</span><span class="mi" id="MathJax-Span-89" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">T<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.085em;"></span></span><span class="mi" id="MathJax-Span-90" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">N<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.06em;"></span></span></span><span style="display: inline-block; width: 0px; height: 4em;"></span></span><span style="position: absolute; clip: rect(3.332em, 1006.02em, 4.243em, -1000em); top: -3.592em; left: 50%; margin-left: -3.012em;"><span class="mrow" id="MathJax-Span-91"><span class="mi" id="MathJax-Span-92" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">T<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.085em;"></span></span><span class="mi" id="MathJax-Span-93" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">P<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.077em;"></span></span><span class="mo" id="MathJax-Span-94" style="font-size: 70.7%; font-family: MathJax_Main;">+</span><span class="mi" id="MathJax-Span-95" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">F<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.075em;"></span></span><span class="mi" id="MathJax-Span-96" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">P<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.077em;"></span></span><span class="mo" id="MathJax-Span-97" style="font-size: 70.7%; font-family: MathJax_Main;">+</span><span class="mi" id="MathJax-Span-98" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">T<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.085em;"></span></span><span class="mi" id="MathJax-Span-99" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">N<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.06em;"></span></span><span class="mo" id="MathJax-Span-100" style="font-size: 70.7%; font-family: MathJax_Main;">+</span><span class="mi" id="MathJax-Span-101" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">F<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.075em;"></span></span><span class="mi" id="MathJax-Span-102" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">N<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.06em;"></span></span></span><span style="display: inline-block; width: 0px; height: 4em;"></span></span><span style="position: absolute; clip: rect(0.846em, 1006.14em, 1.292em, -1000em); top: -1.328em; left: 0em;"><span style="display: inline-block; overflow: hidden; vertical-align: 0em; border-top: 1.3px solid; width: 6.143em; height: 0px;"></span><span style="display: inline-block; width: 0px; height: 1.108em;"></span></span></span></span></span><span style="display: inline-block; width: 0px; height: 2.277em;"></span></span></span><span style="display: inline-block; overflow: hidden; vertical-align: -0.66em; border-left: 0px solid; width: 0px; height: 1.945em;"></span></span></nobr><span class="MJX_Assistive_MathML" role="presentation"><math xmlns="http://www.w3.org/1998/Math/MathML"><mi>a</mi><mi>c</mi><mi>c</mi><mi>u</mi><mi>r</mi><mi>a</mi><mi>c</mi><mi>y</mi><mo>=</mo><mfrac><mrow><mi>T</mi><mi>P</mi><mo>+</mo><mi>T</mi><mi>N</mi></mrow><mrow><mi>T</mi><mi>P</mi><mo>+</mo><mi>F</mi><mi>P</mi><mo>+</mo><mi>T</mi><mi>N</mi><mo>+</mo><mi>F</mi><mi>N</mi></mrow></mfrac></math></span></span><script type="math/tex" id="MathJax-Element-2">accuracy = \frac{TP + TN}{TP + FP + TN + FN}</script></p>
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<p>Andere maten: <a href="https://machinelearningmastery.com/classification-accuracy-is-not-enough-more-performance-measures-you-can-use/">"Classification accuracy is not enough"</a></p>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<h3 id="Een-voorbeeld-met-classificatie">Een voorbeeld met classificatie<a class="anchor-link" href="#Een-voorbeeld-met-classificatie">¶</a></h3><p><img src="data:image/png;base64, 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" 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" 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<h3 id="Een-voorbeeld-met-classificatie">Een voorbeeld met classificatie<a class="anchor-link" href="#Een-voorbeeld-met-classificatie">¶</a></h3><p><img src="data:image/png;base64, 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" alt="3.png"></p>
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<p><img src="data:image/png;base64, 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" 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<h4 id="Decision-trees-leren-tot-accuracy-100%:-een-goed-idee?">Decision trees leren tot accuracy 100%: een goed idee?<a class="anchor-link" href="#Decision-trees-leren-tot-accuracy-100%:-een-goed-idee?">¶</a></h4><p><img src="data:image/gif;base64, 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" alt="giphy.gif">
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meer hierover straks …</p>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<h3 id="scikit-learn:-DecisionTreeClassifier">scikit-learn: DecisionTreeClassifier<a class="anchor-link" href="#scikit-learn:-DecisionTreeClassifier">¶</a></h3><p>zowel voor binaire classificatie (targets -1 en 1) als multiclass (targets 0, …, K-1)</p>
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<div class="input">
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<div class="prompt input_prompt">In [1]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.datasets</span> <span class="k">import</span> <span class="n">load_iris</span>
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<span class="kn">from</span> <span class="nn">sklearn</span> <span class="k">import</span> <span class="n">tree</span>
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<span class="n">iris</span> <span class="o">=</span> <span class="n">load_iris</span><span class="p">()</span>
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<span class="n">clf</span> <span class="o">=</span> <span class="n">tree</span><span class="o">.</span><span class="n">DecisionTreeClassifier</span><span class="p">()</span>
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<span class="n">clf</span> <span class="o">=</span> <span class="n">clf</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">iris</span><span class="o">.</span><span class="n">data</span><span class="p">,</span> <span class="n">iris</span><span class="o">.</span><span class="n">target</span><span class="p">)</span>
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</pre></div>
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</div>
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</div>
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</div></div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing code_cell rendered">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">graphviz</span> <span class="c1"># python-graphviz te installeren via (Ana)conda</span>
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<span class="n">dot_data</span> <span class="o">=</span> <span class="n">tree</span><span class="o">.</span><span class="n">export_graphviz</span><span class="p">(</span><span class="n">clf</span><span class="p">,</span> <span class="n">out_file</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
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<span class="n">graph</span> <span class="o">=</span> <span class="n">graphviz</span><span class="o">.</span><span class="n">Source</span><span class="p">(</span><span class="n">dot_data</span><span class="p">)</span>
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<span class="n">graph</span><span class="o">.</span><span class="n">render</span><span class="p">(</span><span class="s2">"iris"</span><span class="p">)</span>
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<span class="n">graph</span>
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</pre></div>
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<div class="prompt output_prompt">Out[2]:</div>
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<div class="output_svg output_subarea output_execute_result">
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<!--?xml version="1.0" encoding="UTF-8" standalone="no"?-->
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<!-- Generated by graphviz version 2.38.0 (20140413.2041)
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-->
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<!-- Title: Tree Pages: 1 -->
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<svg width="773pt" height="581pt" viewBox="0.00 0.00 773.00 581.00" xmlns="http://www.w3.org/2000/svg" xlink="http://www.w3.org/1999/xlink">
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<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 577)">
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<title>Tree</title>
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<text text-anchor="middle" x="408.5" y="-557.8" font-family="Times New Roman,serif" font-size="14.00">X[3] <= 0.8</text>
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<text text-anchor="middle" x="408.5" y="-542.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.667</text>
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<text text-anchor="middle" x="408.5" y="-527.8" font-family="Times New Roman,serif" font-size="14.00">samples = 150</text>
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<text text-anchor="middle" x="339.5" y="-446.3" font-family="Times New Roman,serif" font-size="14.00">gini = 0.0</text>
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<text text-anchor="middle" x="339.5" y="-431.3" font-family="Times New Roman,serif" font-size="14.00">samples = 50</text>
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<text text-anchor="middle" x="339.5" y="-416.3" font-family="Times New Roman,serif" font-size="14.00">value = [50, 0, 0]</text>
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<!-- 0->1 -->
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<g id="edge1" class="edge"><title>0->1</title>
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<text text-anchor="middle" x="352.026" y="-482.367" font-family="Times New Roman,serif" font-size="14.00">True</text>
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<g id="node3" class="node"><title>2</title>
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<polygon fill="none" stroke="black" points="541,-469 416,-469 416,-401 541,-401 541,-469"></polygon>
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<text text-anchor="middle" x="478.5" y="-453.8" font-family="Times New Roman,serif" font-size="14.00">X[3] <= 1.75</text>
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<text text-anchor="middle" x="478.5" y="-438.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.5</text>
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<text text-anchor="middle" x="478.5" y="-423.8" font-family="Times New Roman,serif" font-size="14.00">samples = 100</text>
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<!-- 0->2 -->
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<g id="edge2" class="edge"><title>0->2</title>
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<path fill="none" stroke="black" d="M431.227,-504.884C437.157,-496.243 443.624,-486.819 449.819,-477.793"></path>
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<g id="node4" class="node"><title>3</title>
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<text text-anchor="middle" x="381.5" y="-349.8" font-family="Times New Roman,serif" font-size="14.00">X[2] <= 4.95</text>
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<text text-anchor="middle" x="381.5" y="-334.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.168</text>
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<text text-anchor="middle" x="381.5" y="-319.8" font-family="Times New Roman,serif" font-size="14.00">samples = 54</text>
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<g id="edge3" class="edge"><title>2->3</title>
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<path fill="none" stroke="black" d="M447.007,-400.884C438.451,-391.887 429.088,-382.041 420.184,-372.678"></path>
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<g id="node13" class="node"><title>12</title>
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<text text-anchor="middle" x="574.5" y="-349.8" font-family="Times New Roman,serif" font-size="14.00">X[2] <= 4.85</text>
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<text text-anchor="middle" x="574.5" y="-334.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.043</text>
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<text text-anchor="middle" x="574.5" y="-319.8" font-family="Times New Roman,serif" font-size="14.00">samples = 46</text>
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<text text-anchor="middle" x="574.5" y="-304.8" font-family="Times New Roman,serif" font-size="14.00">value = [0, 1, 45]</text>
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<!-- 2->12 -->
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<g id="edge12" class="edge"><title>2->12</title>
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<!-- 4 -->
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<g id="node5" class="node"><title>4</title>
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<text text-anchor="middle" x="190.5" y="-245.8" font-family="Times New Roman,serif" font-size="14.00">X[3] <= 1.65</text>
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<text text-anchor="middle" x="190.5" y="-230.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.041</text>
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<text text-anchor="middle" x="190.5" y="-215.8" font-family="Times New Roman,serif" font-size="14.00">samples = 48</text>
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<path fill="none" stroke="black" d="M322.896,-298.703C302.458,-287.789 279.356,-275.452 258.238,-264.174"></path>
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<g id="node8" class="node"><title>7</title>
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<polygon fill="none" stroke="black" points="436.5,-261 326.5,-261 326.5,-193 436.5,-193 436.5,-261"></polygon>
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<text text-anchor="middle" x="381.5" y="-245.8" font-family="Times New Roman,serif" font-size="14.00">X[3] <= 1.55</text>
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<text text-anchor="middle" x="381.5" y="-230.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.444</text>
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<text text-anchor="middle" x="381.5" y="-215.8" font-family="Times New Roman,serif" font-size="14.00">samples = 6</text>
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<!-- 3->7 -->
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<g id="edge7" class="edge"><title>3->7</title>
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<path fill="none" stroke="black" d="M381.5,-296.884C381.5,-288.778 381.5,-279.982 381.5,-271.472"></path>
|
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<!-- 4->5 -->
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<g id="edge5" class="edge"><title>4->5</title>
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|
<g id="node7" class="node"><title>6</title>
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<g id="edge6" class="edge"><title>4->6</title>
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<!-- 7->8 -->
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<g id="edge8" class="edge"><title>7->8</title>
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<text text-anchor="middle" x="446.5" y="-126.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.444</text>
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<g id="node11" class="node"><title>10</title>
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<text text-anchor="middle" x="382.5" y="-37.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.0</text>
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<!-- 9->10 -->
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<g id="edge10" class="edge"><title>9->10</title>
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<g id="node12" class="node"><title>11</title>
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<text text-anchor="middle" x="510.5" y="-37.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.0</text>
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<g id="edge11" class="edge"><title>9->11</title>
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<g id="node14" class="node"><title>13</title>
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<text text-anchor="middle" x="574.5" y="-245.8" font-family="Times New Roman,serif" font-size="14.00">X[1] <= 3.1</text>
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<text text-anchor="middle" x="574.5" y="-230.8" font-family="Times New Roman,serif" font-size="14.00">gini = 0.444</text>
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<g id="edge13" class="edge"><title>12->13</title>
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<g id="node17" class="node"><title>16</title>
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|
|
<text text-anchor="middle" x="706.5" y="-208.3" font-family="Times New Roman,serif" font-size="14.00">value = [0, 0, 43]</text>
|
|
</g>
|
|
<!-- 12->16 -->
|
|
<g id="edge16" class="edge"><title>12->16</title>
|
|
<path fill="none" stroke="black" d="M617.357,-296.884C632.728,-285.006 650.017,-271.646 665.249,-259.876"></path>
|
|
<polygon fill="black" stroke="black" points="667.701,-262.404 673.474,-253.52 663.421,-256.865 667.701,-262.404"></polygon>
|
|
</g>
|
|
<!-- 14 -->
|
|
<g id="node15" class="node"><title>14</title>
|
|
<polygon fill="none" stroke="black" points="629.5,-149.5 519.5,-149.5 519.5,-96.5 629.5,-96.5 629.5,-149.5"></polygon>
|
|
<text text-anchor="middle" x="574.5" y="-134.3" font-family="Times New Roman,serif" font-size="14.00">gini = 0.0</text>
|
|
<text text-anchor="middle" x="574.5" y="-119.3" font-family="Times New Roman,serif" font-size="14.00">samples = 2</text>
|
|
<text text-anchor="middle" x="574.5" y="-104.3" font-family="Times New Roman,serif" font-size="14.00">value = [0, 0, 2]</text>
|
|
</g>
|
|
<!-- 13->14 -->
|
|
<g id="edge14" class="edge"><title>13->14</title>
|
|
<path fill="none" stroke="black" d="M574.5,-192.884C574.5,-182.326 574.5,-170.597 574.5,-159.854"></path>
|
|
<polygon fill="black" stroke="black" points="578,-159.52 574.5,-149.52 571,-159.52 578,-159.52"></polygon>
|
|
</g>
|
|
<!-- 15 -->
|
|
<g id="node16" class="node"><title>15</title>
|
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<polygon fill="none" stroke="black" points="757.5,-149.5 647.5,-149.5 647.5,-96.5 757.5,-96.5 757.5,-149.5"></polygon>
|
|
<text text-anchor="middle" x="702.5" y="-134.3" font-family="Times New Roman,serif" font-size="14.00">gini = 0.0</text>
|
|
<text text-anchor="middle" x="702.5" y="-119.3" font-family="Times New Roman,serif" font-size="14.00">samples = 1</text>
|
|
<text text-anchor="middle" x="702.5" y="-104.3" font-family="Times New Roman,serif" font-size="14.00">value = [0, 1, 0]</text>
|
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</g>
|
|
<!-- 13->15 -->
|
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<g id="edge15" class="edge"><title>13->15</title>
|
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<path fill="none" stroke="black" d="M616.058,-192.884C630.963,-181.006 647.728,-167.646 662.499,-155.876"></path>
|
|
<polygon fill="black" stroke="black" points="664.836,-158.489 670.475,-149.52 660.473,-153.015 664.836,-158.489"></polygon>
|
|
</g>
|
|
</g>
|
|
</svg>
|
|
|
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</div>
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</div>
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</div>
|
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</div>
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|
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</div><aside class="notes">
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|
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
|
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</div><div class="inner_cell">
|
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<div class="text_cell_render border-box-sizing rendered_html">
|
|
<p>Gini impurity: aandeel van random guesses dat incorrect zou worden geclassificeerd</p>
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|
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</div>
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</div>
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</div>
|
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</aside></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
|
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<div class="cell border-box-sizing code_cell rendered">
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<div class="input">
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<div class="prompt input_prompt">In [4]:</div>
|
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<div class="inner_cell">
|
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<div class="input_area">
|
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dot_data</span> <span class="o">=</span> <span class="n">tree</span><span class="o">.</span><span class="n">export_graphviz</span><span class="p">(</span><span class="n">clf</span><span class="p">,</span> <span class="n">out_file</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">feature_names</span><span class="o">=</span><span class="n">iris</span><span class="o">.</span><span class="n">feature_names</span><span class="p">,</span> <span class="n">class_names</span><span class="o">=</span><span class="n">iris</span><span class="o">.</span><span class="n">target_names</span><span class="p">,</span> <span class="n">filled</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">rounded</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">special_characters</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
|
|
<span class="n">graph</span> <span class="o">=</span> <span class="n">graphviz</span><span class="o">.</span><span class="n">Source</span><span class="p">(</span><span class="n">dot_data</span><span class="p">)</span>
|
|
<span class="n">graph</span>
|
|
</pre></div>
|
|
|
|
</div>
|
|
</div>
|
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</div>
|
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|
|
<div class="output_wrapper">
|
|
<div class="output">
|
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|
|
|
|
<div class="output_area">
|
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|
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<div class="prompt output_prompt">Out[4]:</div>
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|
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<div class="output_svg output_subarea output_execute_result">
|
|
<!--?xml version="1.0" encoding="UTF-8" standalone="no"?-->
|
|
|
|
<!-- Generated by graphviz version 2.38.0 (20140413.2041)
|
|
-->
|
|
<!-- Title: Tree Pages: 1 -->
|
|
<svg width="905pt" height="671pt" viewBox="0.00 0.00 904.50 671.00" xmlns="http://www.w3.org/2000/svg" xlink="http://www.w3.org/1999/xlink">
|
|
<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 667)">
|
|
<title>Tree</title>
|
|
<polygon fill="white" stroke="none" points="-4,4 -4,-667 900.5,-667 900.5,4 -4,4"></polygon>
|
|
<!-- 0 -->
|
|
<g id="node1" class="node"><title>0</title>
|
|
<path fill="none" stroke="black" d="M541,-663C541,-663 405,-663 405,-663 399,-663 393,-657 393,-651 393,-651 393,-592 393,-592 393,-586 399,-580 405,-580 405,-580 541,-580 541,-580 547,-580 553,-586 553,-592 553,-592 553,-651 553,-651 553,-657 547,-663 541,-663"></path>
|
|
<text text-anchor="start" x="401" y="-647.8" font-family="Helvetica,sans-Serif" font-size="14.00">petal width (cm) ≤ 0.8</text>
|
|
<text text-anchor="start" x="435" y="-632.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.667</text>
|
|
<text text-anchor="start" x="425" y="-617.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 150</text>
|
|
<text text-anchor="start" x="411" y="-602.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [50, 50, 50]</text>
|
|
<text text-anchor="start" x="426" y="-587.8" font-family="Helvetica,sans-Serif" font-size="14.00">class = setosa</text>
|
|
</g>
|
|
<!-- 1 -->
|
|
<g id="node2" class="node"><title>1</title>
|
|
<path fill="#e58139" stroke="black" d="M440.5,-536.5C440.5,-536.5 341.5,-536.5 341.5,-536.5 335.5,-536.5 329.5,-530.5 329.5,-524.5 329.5,-524.5 329.5,-480.5 329.5,-480.5 329.5,-474.5 335.5,-468.5 341.5,-468.5 341.5,-468.5 440.5,-468.5 440.5,-468.5 446.5,-468.5 452.5,-474.5 452.5,-480.5 452.5,-480.5 452.5,-524.5 452.5,-524.5 452.5,-530.5 446.5,-536.5 440.5,-536.5"></path>
|
|
<text text-anchor="start" x="361.5" y="-521.3" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
|
|
<text text-anchor="start" x="347" y="-506.3" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 50</text>
|
|
<text text-anchor="start" x="337.5" y="-491.3" font-family="Helvetica,sans-Serif" font-size="14.00">value = [50, 0, 0]</text>
|
|
<text text-anchor="start" x="344" y="-476.3" font-family="Helvetica,sans-Serif" font-size="14.00">class = setosa</text>
|
|
</g>
|
|
<!-- 0->1 -->
|
|
<g id="edge1" class="edge"><title>0->1</title>
|
|
<path fill="none" stroke="black" d="M444.551,-579.907C436.662,-568.652 428.088,-556.418 420.16,-545.106"></path>
|
|
<polygon fill="black" stroke="black" points="422.851,-542.847 414.245,-536.667 417.118,-546.865 422.851,-542.847"></polygon>
|
|
<text text-anchor="middle" x="409.915" y="-557.589" font-family="Helvetica,sans-Serif" font-size="14.00">True</text>
|
|
</g>
|
|
<!-- 2 -->
|
|
<g id="node3" class="node"><title>2</title>
|
|
<path fill="none" stroke="black" d="M627,-544C627,-544 483,-544 483,-544 477,-544 471,-538 471,-532 471,-532 471,-473 471,-473 471,-467 477,-461 483,-461 483,-461 627,-461 627,-461 633,-461 639,-467 639,-473 639,-473 639,-532 639,-532 639,-538 633,-544 627,-544"></path>
|
|
<text text-anchor="start" x="479" y="-528.8" font-family="Helvetica,sans-Serif" font-size="14.00">petal width (cm) ≤ 1.75</text>
|
|
<text text-anchor="start" x="525.5" y="-513.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.5</text>
|
|
<text text-anchor="start" x="507" y="-498.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 100</text>
|
|
<text text-anchor="start" x="497.5" y="-483.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 50, 50]</text>
|
|
<text text-anchor="start" x="499" y="-468.8" font-family="Helvetica,sans-Serif" font-size="14.00">class = versicolor</text>
|
|
</g>
|
|
<!-- 0->2 -->
|
|
<g id="edge2" class="edge"><title>0->2</title>
|
|
<path fill="none" stroke="black" d="M501.449,-579.907C507.683,-571.014 514.344,-561.509 520.777,-552.331"></path>
|
|
<polygon fill="black" stroke="black" points="523.728,-554.219 526.601,-544.021 517.995,-550.201 523.728,-554.219"></polygon>
|
|
<text text-anchor="middle" x="530.931" y="-564.943" font-family="Helvetica,sans-Serif" font-size="14.00">False</text>
|
|
</g>
|
|
<!-- 3 -->
|
|
<g id="node4" class="node"><title>3</title>
|
|
<path fill="#39e581" fill-opacity="0.898039" stroke="black" d="M512,-425C512,-425 362,-425 362,-425 356,-425 350,-419 350,-413 350,-413 350,-354 350,-354 350,-348 356,-342 362,-342 362,-342 512,-342 512,-342 518,-342 524,-348 524,-354 524,-354 524,-413 524,-413 524,-419 518,-425 512,-425"></path>
|
|
<text text-anchor="start" x="358" y="-409.8" font-family="Helvetica,sans-Serif" font-size="14.00">petal length (cm) ≤ 4.95</text>
|
|
<text text-anchor="start" x="399" y="-394.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.168</text>
|
|
<text text-anchor="start" x="393" y="-379.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 54</text>
|
|
<text text-anchor="start" x="383.5" y="-364.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 49, 5]</text>
|
|
<text text-anchor="start" x="381" y="-349.8" font-family="Helvetica,sans-Serif" font-size="14.00">class = versicolor</text>
|
|
</g>
|
|
<!-- 2->3 -->
|
|
<g id="edge3" class="edge"><title>2->3</title>
|
|
<path fill="none" stroke="black" d="M514.06,-460.907C504.725,-451.651 494.721,-441.732 485.117,-432.209"></path>
|
|
<polygon fill="black" stroke="black" points="487.433,-429.576 477.867,-425.021 482.504,-434.547 487.433,-429.576"></polygon>
|
|
</g>
|
|
<!-- 12 -->
|
|
<g id="node13" class="node"><title>12</title>
|
|
<path fill="#8139e5" fill-opacity="0.976471" stroke="black" d="M748,-425C748,-425 598,-425 598,-425 592,-425 586,-419 586,-413 586,-413 586,-354 586,-354 586,-348 592,-342 598,-342 598,-342 748,-342 748,-342 754,-342 760,-348 760,-354 760,-354 760,-413 760,-413 760,-419 754,-425 748,-425"></path>
|
|
<text text-anchor="start" x="594" y="-409.8" font-family="Helvetica,sans-Serif" font-size="14.00">petal length (cm) ≤ 4.85</text>
|
|
<text text-anchor="start" x="635" y="-394.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.043</text>
|
|
<text text-anchor="start" x="629" y="-379.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 46</text>
|
|
<text text-anchor="start" x="619.5" y="-364.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 1, 45]</text>
|
|
<text text-anchor="start" x="621.5" y="-349.8" font-family="Helvetica,sans-Serif" font-size="14.00">class = virginica</text>
|
|
</g>
|
|
<!-- 2->12 -->
|
|
<g id="edge12" class="edge"><title>2->12</title>
|
|
<path fill="none" stroke="black" d="M595.94,-460.907C605.275,-451.651 615.279,-441.732 624.883,-432.209"></path>
|
|
<polygon fill="black" stroke="black" points="627.496,-434.547 632.133,-425.021 622.567,-429.576 627.496,-434.547"></polygon>
|
|
</g>
|
|
<!-- 4 -->
|
|
<g id="node5" class="node"><title>4</title>
|
|
<path fill="#39e581" fill-opacity="0.980392" stroke="black" d="M278,-306C278,-306 134,-306 134,-306 128,-306 122,-300 122,-294 122,-294 122,-235 122,-235 122,-229 128,-223 134,-223 134,-223 278,-223 278,-223 284,-223 290,-229 290,-235 290,-235 290,-294 290,-294 290,-300 284,-306 278,-306"></path>
|
|
<text text-anchor="start" x="130" y="-290.8" font-family="Helvetica,sans-Serif" font-size="14.00">petal width (cm) ≤ 1.65</text>
|
|
<text text-anchor="start" x="168" y="-275.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.041</text>
|
|
<text text-anchor="start" x="162" y="-260.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 48</text>
|
|
<text text-anchor="start" x="152.5" y="-245.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 47, 1]</text>
|
|
<text text-anchor="start" x="150" y="-230.8" font-family="Helvetica,sans-Serif" font-size="14.00">class = versicolor</text>
|
|
</g>
|
|
<!-- 3->4 -->
|
|
<g id="edge4" class="edge"><title>3->4</title>
|
|
<path fill="none" stroke="black" d="M356.856,-341.907C336.878,-331.789 315.338,-320.879 294.963,-310.559"></path>
|
|
<polygon fill="black" stroke="black" points="296.505,-307.417 286.003,-306.021 293.342,-313.662 296.505,-307.417"></polygon>
|
|
</g>
|
|
<!-- 7 -->
|
|
<g id="node8" class="node"><title>7</title>
|
|
<path fill="#8139e5" fill-opacity="0.498039" stroke="black" d="M509,-306C509,-306 365,-306 365,-306 359,-306 353,-300 353,-294 353,-294 353,-235 353,-235 353,-229 359,-223 365,-223 365,-223 509,-223 509,-223 515,-223 521,-229 521,-235 521,-235 521,-294 521,-294 521,-300 515,-306 509,-306"></path>
|
|
<text text-anchor="start" x="361" y="-290.8" font-family="Helvetica,sans-Serif" font-size="14.00">petal width (cm) ≤ 1.55</text>
|
|
<text text-anchor="start" x="399" y="-275.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.444</text>
|
|
<text text-anchor="start" x="397.5" y="-260.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 6</text>
|
|
<text text-anchor="start" x="387.5" y="-245.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 2, 4]</text>
|
|
<text text-anchor="start" x="385.5" y="-230.8" font-family="Helvetica,sans-Serif" font-size="14.00">class = virginica</text>
|
|
</g>
|
|
<!-- 3->7 -->
|
|
<g id="edge7" class="edge"><title>3->7</title>
|
|
<path fill="none" stroke="black" d="M437,-341.907C437,-333.649 437,-324.864 437,-316.302"></path>
|
|
<polygon fill="black" stroke="black" points="440.5,-316.021 437,-306.021 433.5,-316.021 440.5,-316.021"></polygon>
|
|
</g>
|
|
<!-- 5 -->
|
|
<g id="node6" class="node"><title>5</title>
|
|
<path fill="#39e581" stroke="black" d="M116,-179.5C116,-179.5 12,-179.5 12,-179.5 6,-179.5 0,-173.5 0,-167.5 0,-167.5 0,-123.5 0,-123.5 0,-117.5 6,-111.5 12,-111.5 12,-111.5 116,-111.5 116,-111.5 122,-111.5 128,-117.5 128,-123.5 128,-123.5 128,-167.5 128,-167.5 128,-173.5 122,-179.5 116,-179.5"></path>
|
|
<text text-anchor="start" x="34.5" y="-164.3" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
|
|
<text text-anchor="start" x="20" y="-149.3" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 47</text>
|
|
<text text-anchor="start" x="10.5" y="-134.3" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 47, 0]</text>
|
|
<text text-anchor="start" x="8" y="-119.3" font-family="Helvetica,sans-Serif" font-size="14.00">class = versicolor</text>
|
|
</g>
|
|
<!-- 4->5 -->
|
|
<g id="edge5" class="edge"><title>4->5</title>
|
|
<path fill="none" stroke="black" d="M156.734,-222.907C142.27,-210.99 126.475,-197.976 112.086,-186.12"></path>
|
|
<polygon fill="black" stroke="black" points="114.197,-183.325 104.254,-179.667 109.746,-188.727 114.197,-183.325"></polygon>
|
|
</g>
|
|
<!-- 6 -->
|
|
<g id="node7" class="node"><title>6</title>
|
|
<path fill="#8139e5" stroke="black" d="M253.5,-179.5C253.5,-179.5 158.5,-179.5 158.5,-179.5 152.5,-179.5 146.5,-173.5 146.5,-167.5 146.5,-167.5 146.5,-123.5 146.5,-123.5 146.5,-117.5 152.5,-111.5 158.5,-111.5 158.5,-111.5 253.5,-111.5 253.5,-111.5 259.5,-111.5 265.5,-117.5 265.5,-123.5 265.5,-123.5 265.5,-167.5 265.5,-167.5 265.5,-173.5 259.5,-179.5 253.5,-179.5"></path>
|
|
<text text-anchor="start" x="176.5" y="-164.3" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
|
|
<text text-anchor="start" x="166.5" y="-149.3" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 1</text>
|
|
<text text-anchor="start" x="156.5" y="-134.3" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 0, 1]</text>
|
|
<text text-anchor="start" x="154.5" y="-119.3" font-family="Helvetica,sans-Serif" font-size="14.00">class = virginica</text>
|
|
</g>
|
|
<!-- 4->6 -->
|
|
<g id="edge6" class="edge"><title>4->6</title>
|
|
<path fill="none" stroke="black" d="M206,-222.907C206,-212.204 206,-200.615 206,-189.776"></path>
|
|
<polygon fill="black" stroke="black" points="209.5,-189.667 206,-179.667 202.5,-189.667 209.5,-189.667"></polygon>
|
|
</g>
|
|
<!-- 8 -->
|
|
<g id="node9" class="node"><title>8</title>
|
|
<path fill="#8139e5" stroke="black" d="M390.5,-179.5C390.5,-179.5 295.5,-179.5 295.5,-179.5 289.5,-179.5 283.5,-173.5 283.5,-167.5 283.5,-167.5 283.5,-123.5 283.5,-123.5 283.5,-117.5 289.5,-111.5 295.5,-111.5 295.5,-111.5 390.5,-111.5 390.5,-111.5 396.5,-111.5 402.5,-117.5 402.5,-123.5 402.5,-123.5 402.5,-167.5 402.5,-167.5 402.5,-173.5 396.5,-179.5 390.5,-179.5"></path>
|
|
<text text-anchor="start" x="313.5" y="-164.3" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
|
|
<text text-anchor="start" x="303.5" y="-149.3" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 3</text>
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<text text-anchor="start" x="293.5" y="-134.3" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 0, 3]</text>
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<text text-anchor="start" x="291.5" y="-119.3" font-family="Helvetica,sans-Serif" font-size="14.00">class = virginica</text>
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<path fill="none" stroke="black" d="M404.387,-222.907C395.256,-211.542 385.323,-199.178 376.16,-187.774"></path>
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<!-- 9 -->
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<g id="node10" class="node"><title>9</title>
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<path fill="#39e581" fill-opacity="0.498039" stroke="black" d="M583,-187C583,-187 433,-187 433,-187 427,-187 421,-181 421,-175 421,-175 421,-116 421,-116 421,-110 427,-104 433,-104 433,-104 583,-104 583,-104 589,-104 595,-110 595,-116 595,-116 595,-175 595,-175 595,-181 589,-187 583,-187"></path>
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<text text-anchor="start" x="429" y="-171.8" font-family="Helvetica,sans-Serif" font-size="14.00">petal length (cm) ≤ 5.45</text>
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<text text-anchor="start" x="470" y="-156.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.444</text>
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<text text-anchor="start" x="468.5" y="-141.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 3</text>
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<text text-anchor="start" x="458.5" y="-126.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 2, 1]</text>
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<g id="edge9" class="edge"><title>7->9</title>
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<!-- 10 -->
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<g id="node11" class="node"><title>10</title>
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<path fill="#39e581" stroke="black" d="M489,-68C489,-68 385,-68 385,-68 379,-68 373,-62 373,-56 373,-56 373,-12 373,-12 373,-6 379,-0 385,-0 385,-0 489,-0 489,-0 495,-0 501,-6 501,-12 501,-12 501,-56 501,-56 501,-62 495,-68 489,-68"></path>
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<text text-anchor="start" x="407.5" y="-52.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
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<text text-anchor="start" x="397.5" y="-37.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 2</text>
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<text text-anchor="start" x="387.5" y="-22.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 2, 0]</text>
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<path fill="none" stroke="black" d="M481.562,-103.726C475.885,-94.9703 469.876,-85.7032 464.171,-76.9051"></path>
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<polygon fill="black" stroke="black" points="466.969,-74.786 458.592,-68.2996 461.095,-78.5943 466.969,-74.786"></polygon>
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<!-- 11 -->
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<g id="node12" class="node"><title>11</title>
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<path fill="#8139e5" stroke="black" d="M626.5,-68C626.5,-68 531.5,-68 531.5,-68 525.5,-68 519.5,-62 519.5,-56 519.5,-56 519.5,-12 519.5,-12 519.5,-6 525.5,-0 531.5,-0 531.5,-0 626.5,-0 626.5,-0 632.5,-0 638.5,-6 638.5,-12 638.5,-12 638.5,-56 638.5,-56 638.5,-62 632.5,-68 626.5,-68"></path>
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<text text-anchor="start" x="549.5" y="-52.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
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<text text-anchor="start" x="539.5" y="-37.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 1</text>
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<text text-anchor="start" x="529.5" y="-22.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 0, 1]</text>
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<!-- 9->11 -->
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<path fill="none" stroke="black" d="M534.438,-103.726C540.115,-94.9703 546.124,-85.7032 551.829,-76.9051"></path>
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<polygon fill="black" stroke="black" points="554.905,-78.5943 557.408,-68.2996 549.031,-74.786 554.905,-78.5943"></polygon>
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<!-- 13 -->
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<g id="node14" class="node"><title>13</title>
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<path fill="#8139e5" fill-opacity="0.498039" stroke="black" d="M743,-306C743,-306 603,-306 603,-306 597,-306 591,-300 591,-294 591,-294 591,-235 591,-235 591,-229 597,-223 603,-223 603,-223 743,-223 743,-223 749,-223 755,-229 755,-235 755,-235 755,-294 755,-294 755,-300 749,-306 743,-306"></path>
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<text text-anchor="start" x="599" y="-290.8" font-family="Helvetica,sans-Serif" font-size="14.00">sepal width (cm) ≤ 3.1</text>
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<text text-anchor="start" x="635" y="-275.8" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.444</text>
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<text text-anchor="start" x="633.5" y="-260.8" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 3</text>
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<text text-anchor="start" x="623.5" y="-245.8" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 1, 2]</text>
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<text text-anchor="start" x="621.5" y="-230.8" font-family="Helvetica,sans-Serif" font-size="14.00">class = virginica</text>
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<path fill="none" stroke="black" d="M673,-341.907C673,-333.649 673,-324.864 673,-316.302"></path>
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<polygon fill="black" stroke="black" points="676.5,-316.021 673,-306.021 669.5,-316.021 676.5,-316.021"></polygon>
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<g id="node17" class="node"><title>16</title>
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<path fill="#8139e5" stroke="black" d="M884.5,-298.5C884.5,-298.5 785.5,-298.5 785.5,-298.5 779.5,-298.5 773.5,-292.5 773.5,-286.5 773.5,-286.5 773.5,-242.5 773.5,-242.5 773.5,-236.5 779.5,-230.5 785.5,-230.5 785.5,-230.5 884.5,-230.5 884.5,-230.5 890.5,-230.5 896.5,-236.5 896.5,-242.5 896.5,-242.5 896.5,-286.5 896.5,-286.5 896.5,-292.5 890.5,-298.5 884.5,-298.5"></path>
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<text text-anchor="start" x="805.5" y="-283.3" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
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<text text-anchor="start" x="791" y="-268.3" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 43</text>
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<text text-anchor="start" x="781.5" y="-253.3" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 0, 43]</text>
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<g id="edge16" class="edge"><title>12->16</title>
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<path fill="none" stroke="black" d="M729.205,-341.907C745.859,-329.88 764.06,-316.735 780.597,-304.791"></path>
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<polygon fill="black" stroke="black" points="783.019,-307.359 789.077,-298.667 778.921,-301.684 783.019,-307.359"></polygon>
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<!-- 14 -->
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<g id="node15" class="node"><title>14</title>
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<path fill="#8139e5" stroke="black" d="M720.5,-179.5C720.5,-179.5 625.5,-179.5 625.5,-179.5 619.5,-179.5 613.5,-173.5 613.5,-167.5 613.5,-167.5 613.5,-123.5 613.5,-123.5 613.5,-117.5 619.5,-111.5 625.5,-111.5 625.5,-111.5 720.5,-111.5 720.5,-111.5 726.5,-111.5 732.5,-117.5 732.5,-123.5 732.5,-123.5 732.5,-167.5 732.5,-167.5 732.5,-173.5 726.5,-179.5 720.5,-179.5"></path>
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<text text-anchor="start" x="643.5" y="-164.3" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
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<text text-anchor="start" x="633.5" y="-149.3" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 2</text>
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<text text-anchor="start" x="623.5" y="-134.3" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 0, 2]</text>
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<text text-anchor="start" x="621.5" y="-119.3" font-family="Helvetica,sans-Serif" font-size="14.00">class = virginica</text>
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<!-- 13->14 -->
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<g id="edge14" class="edge"><title>13->14</title>
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<path fill="none" stroke="black" d="M673,-222.907C673,-212.204 673,-200.615 673,-189.776"></path>
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<polygon fill="black" stroke="black" points="676.5,-189.667 673,-179.667 669.5,-189.667 676.5,-189.667"></polygon>
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<!-- 15 -->
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<g id="node16" class="node"><title>15</title>
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<path fill="#39e581" stroke="black" d="M867,-179.5C867,-179.5 763,-179.5 763,-179.5 757,-179.5 751,-173.5 751,-167.5 751,-167.5 751,-123.5 751,-123.5 751,-117.5 757,-111.5 763,-111.5 763,-111.5 867,-111.5 867,-111.5 873,-111.5 879,-117.5 879,-123.5 879,-123.5 879,-167.5 879,-167.5 879,-173.5 873,-179.5 867,-179.5"></path>
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<text text-anchor="start" x="785.5" y="-164.3" font-family="Helvetica,sans-Serif" font-size="14.00">gini = 0.0</text>
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<text text-anchor="start" x="775.5" y="-149.3" font-family="Helvetica,sans-Serif" font-size="14.00">samples = 1</text>
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<text text-anchor="start" x="765.5" y="-134.3" font-family="Helvetica,sans-Serif" font-size="14.00">value = [0, 1, 0]</text>
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<text text-anchor="start" x="759" y="-119.3" font-family="Helvetica,sans-Serif" font-size="14.00">class = versicolor</text>
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<!-- 13->15 -->
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<path fill="none" stroke="black" d="M722.266,-222.907C736.73,-210.99 752.525,-197.976 766.914,-186.12"></path>
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<polygon fill="black" stroke="black" points="769.254,-188.727 774.746,-179.667 764.803,-183.325 769.254,-188.727"></polygon>
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</svg>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<h4 id="Beheersen-van-de-complexiteit-van-decision-trees">Beheersen van de complexiteit van decision trees<a class="anchor-link" href="#Beheersen-van-de-complexiteit-van-decision-trees">¶</a></h4><p>2 technieken</p>
|
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<ul>
|
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<li>op tijd stoppen (<em>pre-pruning</em>); voorbeelden criteria<ul>
|
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<li>max. diepte</li>
|
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<li>max. aantal leaves</li>
|
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<li>min. aantal instanties in een node</li>
|
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</ul>
|
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</li>
|
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<li>pruning: achteraf wegknippen takken (<em>post-pruning</em>)</li>
|
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</ul>
|
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<p>DecisionTreeClassifier doet aan "pre-pruning", kijk eens naar de <strong><a href="https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html">parameters</a></strong></p>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<h4 id="Beheersen-van-de-complexiteit-van-decision-trees:-voorbeeld">Beheersen van de complexiteit van decision trees: voorbeeld<a class="anchor-link" href="#Beheersen-van-de-complexiteit-van-decision-trees:-voorbeeld">¶</a></h4>
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<div class="prompt input_prompt">In [5]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.tree</span> <span class="k">import</span> <span class="n">DecisionTreeClassifier</span>
|
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<span class="kn">from</span> <span class="nn">sklearn.datasets</span> <span class="k">import</span> <span class="n">load_breast_cancer</span>
|
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<span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="k">import</span> <span class="n">train_test_split</span>
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<span class="n">cancer</span> <span class="o">=</span> <span class="n">load_breast_cancer</span><span class="p">()</span>
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<span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span>
|
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<span class="n">cancer</span><span class="o">.</span><span class="n">data</span><span class="p">,</span> <span class="n">cancer</span><span class="o">.</span><span class="n">target</span><span class="p">,</span> <span class="n">stratify</span><span class="o">=</span><span class="n">cancer</span><span class="o">.</span><span class="n">target</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>
|
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<span class="n">tree</span> <span class="o">=</span> <span class="n">DecisionTreeClassifier</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
|
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<span class="n">tree</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
|
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on training set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)))</span>
|
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on test set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">)))</span>
|
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</pre></div>
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</div>
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</div>
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<pre>Accuracy on training set: 1.000
|
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Accuracy on test set: 0.937
|
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</pre>
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</div>
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</div>
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</div>
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<div class="prompt input_prompt">In [6]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tree</span> <span class="o">=</span> <span class="n">DecisionTreeClassifier</span><span class="p">(</span><span class="n">max_depth</span><span class="o">=</span><span class="mi">4</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
|
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<span class="n">tree</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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|
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on training set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)))</span>
|
|
<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on test set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">)))</span>
|
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</pre></div>
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</div>
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</div>
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</div>
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<pre>Accuracy on training set: 0.988
|
|
Accuracy on test set: 0.951
|
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</pre>
|
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</div>
|
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</div>
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</div>
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</div>
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</div></div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<h3 id="De-feature-importance-in-een-tree-onderzoeken">De <em>feature importance</em> in een tree onderzoeken<a class="anchor-link" href="#De-feature-importance-in-een-tree-onderzoeken">¶</a></h3><p>~ in welke mate draagt een feature bij tot het maken van de juiste beslissing voor de data-instanties?</p>
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<div class="prompt input_prompt">In [7]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">"Feature importances:"</span><span class="p">)</span>
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<span class="nb">print</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">feature_importances_</span><span class="p">)</span>
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</pre></div>
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<pre>Feature importances:
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[0. 0. 0. 0. 0. 0.
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0. 0. 0. 0. 0.01019737 0.04839825
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0. 0. 0.0024156 0. 0. 0.
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0. 0. 0.72682851 0.0458159 0. 0.
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0.0141577 0. 0.018188 0.1221132 0.01188548 0. ]
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</pre>
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</div></div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="prompt input_prompt">In [17]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
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<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
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<span class="k">def</span> <span class="nf">plot_feature_importances_cancer</span><span class="p">(</span><span class="n">model</span><span class="p">):</span>
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<span class="n">n_features</span> <span class="o">=</span> <span class="n">cancer</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">barh</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">n_features</span><span class="p">),</span> <span class="n">model</span><span class="o">.</span><span class="n">feature_importances_</span><span class="p">,</span> <span class="n">align</span><span class="o">=</span><span class="s1">'center'</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">yticks</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">n_features</span><span class="p">),</span> <span class="n">cancer</span><span class="o">.</span><span class="n">feature_names</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">"Feature importance"</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">"Feature"</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">n_features</span><span class="p">)</span>
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<span class="n">plot_feature_importances_cancer</span><span class="p">(</span><span class="n">tree</span><span class="p">)</span>
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</pre></div>
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<img src="data:image/png;base64,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">
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</div>
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</div>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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</div><div class="inner_cell">
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<div class="text_cell_render border-box-sizing rendered_html">
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<h3 id="Opgelet">Opgelet<a class="anchor-link" href="#Opgelet">¶</a></h3><p>De
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feature importance zegt niet noodzakelijk iets over hoe indicatief een
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bepaalde feature in het algemeen is voor een bepaald
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classificatieprobleem
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<img src="data:image/png;base64, iVBORw0KGgoAAAANSUhEUgAAAWQAAADuCAYAAAAOR30qAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4wLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvqOYd8AAAIABJREFUeJzt3XtUU3e6N/BvEoQUL4F4xxShSq2jVIwgFKhj7UU7U2fq0pmOWLUt0OmxdZ261hz7vu3q6un0OBdnrWnPcmb62tKOdlo6p7WLTmdWj1ZpOxaUS4jEqAziBQUJjiUBHWm4Zb9/QNIkZOcCJOwk389a/EM2OztcHp48v9/zbJkgCCAiovEnH+8LICKiQQzIREQSwYBMRCQRDMhERBLBgExEJBEMyEREEsGATEQkEQzIREQSwYBMRCQRMYEcPG3aNCElJSVIl0JEFJnq6uq+FgRhuq/jAgrIKSkp0Ol0I78qIqIoJJPJLvlzHEsWREQSwYBMRCQRDMhERBIRUA3Zk76+PrS2tsJqtY7F9UQUpVIJjUaDCRMmjPelEFEYGHVAbm1txeTJk5GSkgKZTDYW1xQRBEFAR0cHWltbkZqaOt6XQ0RhYNQlC6vViqlTpzIYu5HJZJg6dSrfORCR30adIQPwOxibzWZUVFTBYDDCZrNCLldiyZJ05OfnQK1Wj8WlSAr/SRFRIMYkIPujqakJpaUfoapqCqqrNejqmgCVqg/Z2c04ceIkCgrWIy0tLVSXQ0QkOSHZZWE2m1Fa+hFKSmbj4MHpsFhiYbPJYLHE4uDB6SgpmY3S0o9gNptHdP729nb85Cc/wbx58/Cd73wH3/ve93D27Fk0Nzdj8eLFY/xqBvX09OCRRx7B/PnzkZ2djebm5qA8DxFFj5AE5IqKKlRVTUFra7zHx1tb41FVNQWVldUBn1sQBKxbtw4rV67E+fPncebMGfziF7/A1atXR3vZXr311ltITEzEuXPnsGPHDjz33HNBfT4iinwhCcgGgxHV1Sqvx1RXq1BffzLgc3/xxReYMGECnnrqKcfnMjIycPfdd7sc19zcjLvvvhtarRZarRbHjh0DAJhMJqxYsQIZGRlYvHgxvvrqKwwMDOCxxx7D4sWLkZ6ejldffXXY8/7lL3/B1q1bAQAbNmxAeXk5eAdvIhqNkNSQbTYrurq878Xt6poAm60n4HOfOnUKy5Yt83ncjBkzcPjwYSiVSjQ1NWHjxo3Q6XQoLS3F6tWr8cILL2BgYADd3d2or6/HlStXcOrUKQBAZ2fnsPNduXIFt956KwAgJiYGKpUKHR0dmDZtWsCvgYgICFFAlsuVUKn6YLHEih6jUvVBLo8L2jX09fXhmWeeQX19PRQKBc6ePQsAyMrKwhNPPIG+vj48/PDDyMjIwG233YYLFy5g+/bt+P73v48HHnhg2Pk8ZcPcVUFEoxGSksWSJenIzu7yekx2dhcyMu4M+NyLFi1CXV2dz+NeffVVzJw5EwaDATqdDr29vQCAFStW4OjRo5gzZw42b96Md955B4mJiTAYDFi5ciV+//vfo6ioaNj5NBoNWlpaAAD9/f3o6uqKyK17RBQ6IQnI+fk5yMm5Do2m2+PjGk03cnKuIy8vO+Bzr1q1Cj09PXjzzTcdn6utrcXf//53l+O6urowe/ZsyOVy/OlPf8LAwAAA4NKlS5gxYwaKi4tRWFgIvV6Pr7/+GjabDevXr8crr7wCvV4/7Hl/8IMfYP/+/QCAAwcOYNWqVcyQiWhUQlKyUKvVKChYD8C+D1nltA+5Czk511FQsH5EGaZMJkNZWRmeffZZ/OpXv4JSqURKSgpee+01l+O2bduG9evX48MPP8Q999yDiRMnAgC+/PJL/OY3v8GECRMwadIkvPPOO7hy5Qoef/xx2Gw2AMAvf/nLYc9bWFiIzZs3Y/78+VCr1fjzn/8c+DeGiMiJLJCdAZmZmYL7gPqGhgYsXLjQr683m82orKxGff1J2Gw9kMvjkJFxJ/LysiP27X4g3x8id9HW3RqpZDJZnSAImb6OC1mnHjCYKa9d+yDWrn0wlE9LFJbY3Rp9QhqQicg/zt2tzg1V9u7WU6cmAvgI27c/GbaZMrP/4RiQiSTI3+5WrbY6LN9xMvv3jAGZSIIGu1s1Xo+prlYhN/ekaECWagYaDdn/SI1LQDaZTHh80ybsKy3FrFmzxuMSiCRttN2tUs5AIz37H41xuafe7l27UHPsGHbv2jUeT08kefbuVm/EuluDPV1xtII52ybchTwgm0wm7N+3D+V33YX9+/ahvb191Occj/GbR48ehVarRUxMDA4cOBCU56DoNZru1mBOVxwLwZxtE+5CHpB379qFrRoNliYkYMucOaPOksdr/GZycjL27duHgoKCoD4PRafRdLdKPQMdTfYf6UJaQ7Znx6eHRmPuTE3F4n37sPOFF0ZcSxYbvwnAZWh8c3MzNm/ejJs3bwIAfve73yE3NxcmkwmPPPIIrl+/jv7+frz++uvIzc1FYWEhdDodZDIZnnjiCezYscPleVNSUgAAcvm4VH0oTPm70Daa7tZQZaAjXTQczP6bcfDgdNFjRjrbJtyFNCDbs+PZSiUAYLZS6ciSf7tnz4jOOV7jN4kCFehCW1paGrZvfxJabTVyc/3vbg3FdEWx15KZeQHV1TrExcUgIyPDY3DOz8/BiRMncelSLJKTv0F6ehfi4wfQ3a2A0ajC5cu3jHi2TbgLWUB2z47txiJL9sdYj98kCsRIt3qNpLs12Bmot9dy+PBMNDRMRkFBC95++7zHfzRqtRorV96F3t6/o6ZGjbfeSnUE9GXLLFi3rg0rV3436ra8ASGsIbtnx3bOWfJIjNf4TaJAhHKhLZjTFQH/XktdXQKsVnjc0WE2m/Hll8fxzjtzceTITJddIEeOzMQ778zFl18eH7ddIOMpJAHZnh3vTE31+PjO1NQR77gYr/GbRIEI5UKbvf5cVGTCmjXXkJjYC7lcQGJiL9asuYaiIpPX6YpmsxmffPIpXnnl13j55Zfxyiu/xieffOoIkP68Fr0+EenpXR7/0Uh9F8h4CknJQiw7thtNLXm8xm/W1tZi3bp1sFgs+Otf/4qXXnoJp0+fDujaKXqEeqvXSOvPTU1NeO+9Azh+fDJqa7+tDWdlXYBeb8CmTRv8fi3x8YNJj3tH4Vh0IUaqkATk2qoqVDY24rXGRq/H5U2aNKLzJyUl4YMPPvD4mH1hLi0tDSdPfpt92IPs1q1bHTcrdeYrK87KykJra+uIrpeiz3jcxizQ+rPZbMa7736It9+eM6w2/NlnM3HmzGQIwodQKOL8ei3d3QoAw//RcB+yuJCULCp0OgiC4POjwm3WMlGkCOZtzMbKkSN/x/Hj3ksJx49PBiDz+Vq0WguMxsGyhvs/Gu5DFsfhQkQhYN/qderURI8Bb7QLbb74s2f49Okz0OlSvJ5Hp1Nj2TILtNoer69Fq+1EScngmpH7PxruQxY3JgFZEATeT86DQO7GQpEtmLcx88Xf/c8yWb9fpYTYWAGffTYDW7ZcQl3dVNTUJDjOqdVaoNV2oqwsCRZLrMd/NOP9z0nKRh2QlUolOjo6MHXqVAZlJ4IgoKOjA0qRhUyKPiNdaBuNQPY/9/fL/K4NV1VNw7RpvcjMNCMnpwtAH3p65LBYJgAQUFDQgt5eOWJiZFi79ntQq9UuWTrQg61bL0GnU6OmJjFk/5ykbtQBWaPRoLW1FdeuXRuL64koSqUSGo331WSKLqG+jZk/W8yOH5+EgYE/QBAGa7/l5TNFz+dcG66snIbFi68jO3sp5syZiY8//hQXLkyCTucaYGNiPsONGzfw5ZfHXbL05ORu3H//P5GZaUZMDKBQRP49Nn0ZdUCeMGECUkX2FxNR8HmrD/uzxaymJhHp6Z1oapqCrCwLGhsn+1UbHixf2HDiRD30ehn++MdbRbPw3t6/o6wsCQ0N3+5fbm6eiDffTIVG042iIhOefro4agOxHRf1iMKYr/ow0IPsbDMWL3adF1FTo3aUJux7ho8enY5Fi65j06bL0OsToNOpRWvDwLflC6WyDzrdNK9ZeG2tGsnJ37gEZOfHo3UgvTsGZKIw5U99eMuWS1AobC7zIrRaC4qKLqKsLAnnzk2GStWHb76RY/lyM2QyQKm0ISvLgmXLLIiNFRxBvKQk1aW+rNVacPbsJKSnX/fZuafTJaKw8CIOHfI8ryZaG0HcMSAThSl/6sM1NWooFIIjkFossSgvn4nGxsnYuLEFJSWpuPfeq1AogP5+Gf7wh3lOk9ssWLrUgo8/Hgzczuzli4aGyYiJEQLq3BN7PBobQdxxmC9RmPJnpkRd3eBMCXetrfHQ6xOwenU7br/9X3j33WSUl7sO+jl8eCZKS5OxYcMVpKTcdMzDuPfeq9iy5RK++moqFi68gZ4euV+NHvbOPbHHo7ERxB0zZKIwFehMCXd6fSKeeuo8qqvVPie3PfJIC+LibI7yRUyMgJUrv4bNJkNsrA0//ekFnDiR4FKbdpaZaXbszvAkK8sclY0g7hiQicKUv/MxxDLTrq4JkMsHA7M3Op0aS5Z04ec//w4AICPDgv5+GWprE6HXJ4rWpu00mm5kZVlQVpbk8fwaTTcyMy1R2QjijgGZKEz504LsvG/YnUrVF3D9d3CE51W8887cYQuJ9tp0QUEL3norBTabbCjz7UJFxVQ89FA7kpKsw4L4smWdiIuLifotbwADMlHY8qcF2XnfsLvs7M6AuvMAYNWqf6KuLtFriaO+XoV/+7cLiI2Ng0qlwuefq3D06AwYjQlYvtyMwsKLLlvwGhtVKCycP4LvQORhQCYKM/62IGu1X+Pzz6d7DLaD8yJuYN6825GV9TU++8x7d97Zs5Nw771XsWDBDbz++jyv11dbq0Z+fjdefPE5mM1mWCxvoK6uG62t8Th0aJbL1jd7UwjLFYMYkInCiKdGELEW5DlzchAb+xkSEgTRYUZTp07F+fNv4MwZ8e687Gwz+vpkOHkywe8Sh30L23gOVQpHDMhEYUKsEcRbC3JKSorPYUZiATMzc7D++8EHGsciXXp6V8CD9sdjqFK4kgUyIjIzM1PQcYg80bj45JNP8frr3hfx1qy5hm3bUgPueDObzaisrEZ9/bcBs6+vD3/6kwbNzRMdx61e3Y7+fpnXAUQjvYZIJpPJ6gRByPR1HDNkojARzHvReZpC98knn6K2ttklINfUqFFUdNHrAKJonWU8FtipRxQmQn0vuvz8HOTkXIdG0+34nMUSi7KyJGzc2IL77rsa8B2tyTtmyERhItQ3ShVbkOvoiMPZsyrk5HQiP/8GgD7WhMcIAzJRmBiPe9FxQS60GJCJwsR43Ysu1Hc5iWYMyERhgnt6Ix8DMlEYYQkhsnEfMhFRkPm7D5nb3oiIJIIBmYhIIhiQiYgkggGZiEgiGJCJiCSCAZmISCIYkImIJIIBmYhIKgRB8PsDgODpY+/evYLd3r17PR5j/3Cm1WpFjysuLnYcp9PpvJ5Tp9M5ji0uLhY9TqvVujy/t3PyNfE18TXxNY3VawKgE/yIscyQiYgkgq3TRERBxtZpIqIww4BMRCQRDMhERBLBgExEJBEMyEREEsGATEQkEQzIREQSwYBMRCQRDMhERBLBgExEXplMJqxZtQrt7e3jfSkRjwGZiLzavWsXao4dw+5du8b7UiIeAzIRiTKZTNi/bx/K77oL+/ftY5YcZAzIRCRq965d2KrRYGlCArbMmcMsOcgYkInII3t2vDM1FQCwMzWVWXKQMSATkUf27Hi2UgkAmK1UMksOMgZkIhrGPTu2Y5YcXAzIRDSMe3Zsxyw5uBiQiciFp+zYZLVizbFjaLdamSUHEQMyEbnwlB3vbmpCjcWC3U1NmK1UYuOMGfjPF14Yx6uMTDHjfQFEJC21VVWobGzEa42Njs8p5XIcW7ECeUeP4tXz5wEAKTdvhvS6TCYTHt+0CftKSzFr1qyQPneoMEMmimKe2qIrdDq0tbUhceJEtK1Zg2fnzcNTqalYmpCA4pQUxCsU0K9cies3b4a0bBENHYMMyERRTCzI2csWALD/8mXsTEsDAPyf22+HQiZzLO699PzzIZlzES0dgwzIRFFKLMg5L+rtbmrC1uRkl73ITyQnY3dTE3ampuL9995DVWVlwFlroAOLoqVjkAGZKEqJBTmx7Njuudtvx/7LlyED8OicOVg7Y0bAWWsg5Ydo6hiUCYLg98GZmZmCTqcL4uUQUSiYTCYsSkvD6bvvxmylEiarFYsrKvB5RQXWfPe7aO/qQqxcjsK5c/GHJUuGff0zBgP6bTa8tHAhFpeXY31yMiY9+CB+u2ePz+eur69H/vLl+CovD/fpdDjd1OR1kW7HM88AR47g1YULv/1cQwNk99/v1/NJgUwmqxMEIdPXccyQiaKQWFt08ZYt6LFaUfz445h4yy14ccECAK77kAHghQULUHrlCmQAtiQnQ9bfj/379sFgMPgsRRRv3YotfpYfoq1jkAGZgo4DzqXFW5A7ffo0/kerxf+UlmKLU8B23ocMDAbwR2+9Ff/Z0ICdaWk40NaG9TNnonjLFq+liPr6epw+fdoR6H0F1mjrGGTJgoJuxzPPYH9JCR4rLg6bt5iRzFMJwG67wYAJcjnKTCY0d3c7Ph8nkyEzMRF1FgusTjEjJT4eFx94ADuMRnxtteKj9nZU3n23aCkia8kS5Ny4gT1OZRCx8oN7WcWdvcziq+QhBSxZkCREy3alcCGWHds9v2AB9l2+jCSlEgnx8TCZTJg7YwYWTZmCMzdu4DtTpuDJuXMhPPww2taswVWrFbKPP8Zr58/jK7MZhcnJoqUIe3b8/FB2bCeWJTtnx+4lEyAys2RmyBRUztlYuC3ERCJv2bHddoMB+y9fxh0qFTJ++EN88Oc/Q9bfj8/z8nBvZSUEQUDDffdhllKJHUYjZAD+Iy0Ni8rLcfree10WCZ2zV0/ZseO6PPxu5GdmorKuDgAQK5fjFrkc39hs6LXZXL42b9kyVEg8LvmbITMgU9CIreSHw1tMqRmrtmHnIOeNVqXC+Zs30S8IWDhlCvLVaryano4dRiMqOzqQP3UqfpuePvgzLS/HhqQkxMfE4NX0dMc5nINsfX09cjMzcf7++wMuP9h/j8qzsvzalSFFLFlQUPmzUMcB52NnrNqGK3Q6CILg8vHs00/j2QULIDz8MJ6dNw/PzpuHunvuwdz4eAzYbDj3r3859iLvTEvDuZs38cdLl9ButWK2UomHZs3Cn1pahu1Xdi5FFG/dikKnBhN33n43oqUpBGCGTCPka6FObEGGWXLggpkhOv+cADjKDgCw4PBhLJg0CfnTprlmvm5Z8pMnTiBGLve4X3lHQwO6c3Px53ffxfW+Pp/X415+iJR3WSxZUND4EyC81SpZSw5MMOvwLuc2GgEArw4F2fdaWhCrUODMUF3YzmS1YlF5OQRBwJd33417KioctWN3JqsVCz7/HD+59Va84RTUh12HyOuKhKYQgAGZgsj5j+SZkyfRv3Il/t9bbzkej6TtSuMt2Bmic01ZKZfjwgMPABDPju2eMRjwVUcHmv71Lzwm0s1n9/TJkyhpbh62GOfOV3bs+HwY/v4wINOoiC0ieQoQCz7/HGcvXXIc589KfjhmOeMhVBmie6Z8oK0NX/f04MIDD4j+U513+DCUsbGwfPONz/OPZCdEJL3LYkCmURGrEXv6I9lmMMB2zz2OLFlsJV8pl8PqlCWFw3al8RSqDNFTHXlDUhLiFQq8duedol+3zWDAh9euwdjUBEEQxnR4fKS9y2JAphETqxF7CxDuWbI7dusFLlQZoqc6cq3Fgkqz2efXTlIoULBlC+Lj48f05xtp77IYkGnExBaRvP2RuGfJzrwtAkbDbXlGIpQZolgd2b3RY+GRI+gVBDyq0WDi0J7jbQYD3m1thTwmBl9kZ4/ZLhB/90uHy7ss7kOmERGbPWswGLy23L64YAFK333X47Qvb/tIo+G2PCMhNlTHbjR7ut33kNv3Jj/79NN4Ki0Ns5VKj4Pp0yZNwo+TknCgrc2x5/jFBQtgs9mQGhc3pvuEPe2X9vQRDsE4EMyQw9xYZ5hii0iVcXHI6+lx+bzJasXjej32abWYpVRim8GAqltuQfP58463rt52CQiCEPYdWMESzAxRrHzk/Jy3yOU477SgZ7Ja8Z3ycvwoKcmRHdttMxjw7uXLOHv//RCAsKrthgpLFlFiLGuz3mrEaUeO4GZ/v8vxnuYLxCsUqBia9vV5RQU2PPQQ7omLc9mDai+DCILAORch5s8e8qwlS5B144bLVrYdRiNu9vfjQFvbsD3HJqsVaYcPY5NGg71Ll/Jn6QFLFlFgrCepeZs9WzRvHlKTkpAYH4+2NWvQtmYNJioU+CI/H5MUCpjWrEHx3LnY6jTt67GNG3GtvR0yt0C+MzUVf3z7bez/4x+j4rY8UuKrDdl9XjEwGHD3X74MAC5lDLvZSiW2JCfj/dZWtFut/FmOAgNyGBvLHn9fYxmfS01F+9WreHj6dJca49KEBGxJTsZLDQ040Nbm+EPeOns2Gs+exRf5+TjQ1jZsbOJ8pRKbZs/mnIsQ8ufedJ5mTuxuasIGt9qxuxcXLIANwEsNDfxZjgJLFmFqrDu4/Nlm9LTBgJJLl9BrszlW4+3PPe/wYfw4KQn7li0DAJf5BvYRjb8dKlvY65GeWnJZfwweX00mJpMJd8ydO2zmRLxCgX5BEL2/nt3TQ7XkRtaSh2ENOcKNtINLbBHQ30WklPh4TJ8/f9gC3zaDAQM2G/YuXQqT1YrbDx/G2aFRi/YRjafvvdcxQxeAx5Zc1h+Dw58mk1//13+J/k7VHD/u9+/Hutmz8dv0dP4snTAgR7DRdHD5WgR034PcnZuLDz/4wPFc9Z2dyP3qq2FzbZ2D7q+bmtBrs+H3TtnUNoMBb3nIroe9NmbJQeGrycT952zn/PPY8NBDfgXleIUC3QMDAMJnn3CwMSBHsJF2cPlaYRebU+E8qWuH0Yh+m83zXR98rMQvrqjA+g0bEH/8OF6LkA6scOBPk4m3iWz8eYyevwE5JhQXQ2PHvjBjnzvg8pjVCkNHB068/TZ2vvDCsAzT0yKg8x+Zp4Hyj86Zg4GhXRL21Xb7vFx3O9PScMfhw3h87lzRuwSX/e//4tLVq/jvxkavrzNv0iTf3wzyiz9NJs4/Z3c7U1OxeN8+j79TNLaYIYcZr9mx0Yj9ly9j/uTJyC8ocAm2vhYBvZZBnEoRgOfar/1Y59qxp8cXffUVbDbbmLbZknd+N5mo1ahYscLjY8ySR4cliwjl7Y9LKZfj2IoVyDt6FIsXL0aNweB4zNcioK9ALwNQ42PgTKxc7nMlfrvRiGqLBTUrVvCPXCIibW6EFDEgRxlvd5XwtQj4eUUF7snL8/j443o9fr1oEVYN3RVCbJfEDqMR77W04Fpvr89rXZ6YiOrvftfl+Z/bsYMDhihiMSBHEV/lCF+LgJVxccjt6Rm20GYvgTyWnAyrzeZ1l4T9tj69AAqSk/HG0B2JH9frkTx5MiY9+KBLq7T7859rbORoTopYDMhRxFs54j+ef97nCrunORWAawnkG5sNecuWISsnx2tp4+jXXyMzIWFwpsFQQP9RUhI+uHYNMgCnV6xwuQ77NrrKofkXrClTJOIsiygh1vJsb4t96fnnfa6wF82bh8mxsdCvXAn1pEkwmUyOUYxLExLw07Q07HjmGXz41796ba/emZaGi93d+ODKFRg6O7H/8mWU5+XhQFsbUmJjXVql7fa3tKDQaf6Fp3Zb93GRRJGKGXKY81WOKOvsxKWrV32eJyU+HhcfeAA7GhpwMzcXB5yaBJz3EE88ftz7XRyGbhEPAHlTpzruYPx+a+uw3Rf2MofzEHRPTSG82wiFO5YsosBI7irh3hzivqBnslpxxxdf4PGUFJeaciDBXatSoeHGDcc8Xee5Fs48Lg6KLEhyZjKFMwbkKDCS+46578ZwHzxvslpx+5EjOHvffQHNPHB5TqMRfTYbfjcUgPOPHvW4XU5scVBsQZLb5ChcMSBHgUD3j7pn1J7mUuwwGiEIgse7Dfs7aCbQQCv2PO4LkpxzQeGKAZmGcQ+C7nMp3Gu67vwdXhRooBV7ng0/+hHijx0LeKIdkdQwIJMLT3uV3YOvt7GYdv4MLxpJoHX3pNGI91tacHbVKs5MprDH4ULkwn3AjPtdhQGgdqg1+rXz572eS2zwj793Sv7400/RfPUqXvMyYChWLkdRSorokCL3wUhEkYAZchTwlLmKLbS5C2R+wVjNRBjJ7hEiKWOGTA6eMlf3qV6B1mY93XlkrAbP+JtpM0umSMOAHAVqq6pQ2djotUQABDaDePeuXag5diwoQTEY10sUDliyoICxWYMoMJxlQUHj6c4jRDR6DMgUEPdhRvYhRhz8QzR6DMgUEE/33WOWTDQ2GJDJb75GfTJLJhodBmTym9h2NGbJRGODAZn8IpYd2zFLJho9BmTySyDNGkQ0MmwMIb+wWYMo+BiQyS9j1RZNROJYsiAikggGZCIiqRAEwe8PAILYx969ewW7vXv3ih43+JTf0mq1oscVFxc7jtPpdF7PqdPpHMcWFxeLHqfVal2en6+Jr4mvia8pBK9JJ/gRY5khExFJBKe9EREFGae9ERGFGQZkIiKJYEAmIpIINoaEAbPZjIqKKhgMRthsVsjlSixZko78/Byo1erxvjwiGiMMyBLX1NSE0tKPUFU1BdXVGnR1TYBK1Yfs7GacOHESBQXrkZaWNt6XSURjgAFZwsxmM0pLP0JJyWy0tsY7Pm+xxOLgwek4dWoigI+wffuTzJSJIgBryBJWUVGFqqopLsHYWWtrPKqqpqCysjrEV0ZEwcCALGEGgxHV1Sqvx1RXq1BffzJEV0REwcSALGE2mxVdXRO8HtPVNQE2W0+IroiIgokBWcLkciVUqj6vx6hUfZDL40J0RUQUTAzIErZkSTqys7u8HpOd3YWMjDtDdEVEFEwMyBKWn5+DnJzr0Gi6PT6u0XQjJ+c68vKyQ3xlRBQM3PY2QqFo1lCr1SgoWA/Avg9Z5bQPuQs5OddRULCeW96IIkQSbsGFAAAJDklEQVRETnsLNFgGerxrs4bnIDmWzRpmsxmVldWorz8Jm60HcnkcMjLuRF5eNoMxURjwd9pbxAXkQIOl2PGZmRZkZ3di3brvQavVOo43m83Ys+eNYc0adhpNNwoL27Bo0QL84x9NbHUmIr8DckSVLALtbPN2/OHDM9HQMBk2298AwBGU/WnWOHZsEtrazuHAgbFrdeY8C6LIF1EB2d/ONq22GmvXPujX8TU1asjlnyIlJQVqtXqoWUPj9Tp0OjWWLLkIiyUWwOhbnTnPgig6RNQui0A72/w5vq4uEf39gqM92d9mjfj4gWGfH0mrs3MWf/DgdFgssbDZZI4gX1IyG6WlH8FsNvt9TiKSpogKyP53tlnxySefoqenB9u3n8PPftaI1avbkZjYCwBITOzF6tXt+NnPGrF9+zkoFAJqa+tgNpv9btYYGJANOy8QeKsz51kQRY+IKlnYg6W9VODJnXd2oq9Phtdfb0Z19TzH23+t1oKioouork5EdrYFen0C3nor1WWRb8+eN3DbbcnIzu7EwYPTRZ9Dq7VAp0tETY3acd6ysiR0dMQhO9uMnp4evPzyy37Vgf0pkVRXq5CbexJr1z7o3zeKiCQpogLyYGdbs2iwTEzsxZo1V7F//9xhi3jl5TPR2DgZW7ZcQllZEhoaVC6P2xf5CgsvIScHOHVqoss5EhN7sXy5GUuWdOGWWwbQ3a0AANTUqNHYOBmbNl2GIAyWQP7wh3l+14H9zfoHBqwwm81c4CMKYxFVsvDV2bZq1T9RV5fo9e1/bW0ikpO/EX28ulqF225LQVGRCWvWXENiYi9uv/0GiosvYmBAhjffTMUrryxESUkq+vtlKCq6CKVyAHp9As6dm4Ty8pkB1YH9LZH09MixZ88baGpq8vFdIiKpiqiAbO9scw6WcrkwlBlfwx133IBOl+j1HDqdGunp4vMjqqtVaG6+jO3bn8QTT8zG9u0XsWFDK0pLb8WRI67Btrx8Jt5//1b8+MetuOsuM+6448awmjLgvQ7szzwLrdaCEycSuMBHFOYiqmQBAGlpadi+/UlotdXIzXXtbKuruzbiHRLOj9tsPejo6MCZM40wmWJx4UK816y7ulqNmBhhWE353LnJjuPE6sD5+Tk4ceLksBKJnUbTjexsM06dmoKbN2NctvURUXiJuIAMDGbKa9c+OCwo1def9Lnop1L1Oeq/Yo/LZLGOrWg/+UkL9Po5Xq9Hr09EYeFFHDo0y1Gr3rixBSUlqY5rEZtr7DzP4tixiaitVbssRGq1nfj001mYOrUXRUUXcfjwDNTXc4GPKBxFZEAW42vRDwAyMy0wGl33JtsX7NLTuxAfP4C+PjmuXo3DzZsxiI8fCDjrbm2Nh16fgOXLzTh0aBYA73ON7Vl/f/8eZGZaEBMjoLtbAaNR5RLU7YHeZhPP8IlIuqIqIPvz9j8ry4yysiTH5+bPv4F169qGbYPTai346U8voL9fNqKs2zlrBnzPNVar1ZDJFKiuTkB5+UyPx9gDfW5up9fvAxFJU1QFZF/jLJcv74RcLsMPf2hCUpIV589Pwrp1bXj//VtFt8k9+uhlaLUW0SAJDC66uWfdzlmzv3ONZTIZ9Hrvi5J6fSLy8rwvAhKRNEVVQAbEF/3uuON2nDnThZKSZNy8GYPly8145JEW6PXet8kZjVOQlWVBY+Nk0axbq+1ESUmqy+ftWfP997dj+XILbrttvs9rl8n6/SqPyGQsWRCFo6gLyIDnRb9PPvkUVVUqR1A9dGgW0tO7fG6TO3ZsGhYvvo6NG1ug1ydAr0906u4zIyOjC2VlScNKGpmZZigUAuRy4L33knHHHZ24cOENr4OCFArfnYgqVR8UCt5jjygcRWVA9sRTi7K/C3ZxcTbs2TMfy5ebUVh4EfHxAxgYkOH8+XiXRTc7jaYbGRldeOON2xyPNTdP9DkNzp9FSd5jjyh8RVRjyGh4alHu7lb41SXX3a2AxRKLmho1jEYVursViIkRMG9eNzZsuIKUlJuOBpX777+KjRtbPGbNvgYF8R57RJGNGfIQT4OJjEaV3wt2YrsxsrIs2LTpMiZMENDXJ4PROMVj1mznbVAQ77FHFNkYkId4KgfU1KhRVHTR54Ldhx9q8KMftXrcjfHZZzNx5sxkFBWZMGFCD/72tyTYbDLR6xBrELHz1onIe+wRhTcG5CGe9ihbLLEoK0vCxo0tOHEiAXV13y7YLVtmwdKlnSgrS8KCBTeg1yfg5s0YrF7d7mggsTdv1NSoUVU1BVlZZr8W5cQaROzEOhGJKLwxIA8RKwd0dMTh7FkVcnI6kZ9/A4LQi2++kUMuB4zGKejoiMPDD7fhyJEZKCq66LGBxN7SLJPJkJ3dxUU5IvIo4u46PVpmsxmVldWor/dcDnj55Zfx858vhErV52innjhxMBt2L1nYaTTd2LixBfHxA5DJ4rzesbqoyBTwPfeISNqi8q7TY8FXOcB58e/QoVk4dGgWnnvuH9DrE7w2kNhbmjdv5qIcEXnGgBwgT4t/Mhn8amnOyTGjoaEJW7Y8Aq32H1yUIyIXDMgB8rT4Fxtr86uBRKEQ8PrrzcjJGbxlExfliMgZA3KAPC3+2RtI/Jn4dvDgdJ8deUQUndipNwL2vcDbtqXi3//9MpTKAWRmWrx+jfPEN18deUQUnRiQR8i++PfSS/8XTzyxBTk5nV5bmrXaTtTUfJsNV1erUF9/MlSXS0RhgCWLMZCamorNmx+BQjF894T9Nkvusyt8deQRUfRhQB4jzi3Ny5bVQqHwfJslO3868ogoujAgjyF7GUMQBndTsCOPiALBGnIQcEwmEY0EM+Qg4JhMIhoJBuQg4ZhMIgoUhwsREQWZv8OFWEMmIpIIBmQiIolgQCYikggGZCIiiWBAJiKSCAZkIiKJYEAmIpIIBmQiIolgQCYikggGZCIiiWBAJiKSCAZkIiKJYEAmIpIIBmQiIolgQCYikggGZCIiiQhoQL1MJrsG4FLwLoeIKCLNFQRB/K7HQwIKyEREFDwsWRARSQQDMhGRRDAgExFJBAMyEZFEMCATEUkEAzIRkUQwIBMRSQQDMhGRRDAgExFJxP8HGF0yTr1UwVMAAAAASUVORK5CYII=" alt="downloadVoorbeeld.png"></p>
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<h3 id="En-hoe-werkt-het-nu-met-regressie-?">En hoe werkt het nu met regressie ?<a class="anchor-link" href="#En-hoe-werkt-het-nu-met-regressie-?">¶</a></h3><p>Zeer gelijkaardig.</p>
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<ul>
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<li>Scikit-klasse: <em>DecisionTreeRegressor</em></li>
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<li>Alles wat we tot hiertoe gezegd hebben over de trees, de beheersing
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van de complexiteit en de feature importance geldt ook voor regressie</li>
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</ul>
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<h4>Een voorbeeld op een toy problem …</h4>
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<div class="prompt input_prompt">In [9]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Create a random dataset</span>
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<span class="n">rng</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">RandomState</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
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<span class="n">X</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="mi">5</span> <span class="o">*</span> <span class="n">rng</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">80</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<span class="n">y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">X</span><span class="p">)</span><span class="o">.</span><span class="n">ravel</span><span class="p">()</span>
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<span class="n">y</span><span class="p">[::</span><span class="mi">5</span><span class="p">]</span> <span class="o">+=</span> <span class="mi">3</span> <span class="o">*</span> <span class="p">(</span><span class="mf">0.5</span> <span class="o">-</span> <span class="n">rng</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">16</span><span class="p">))</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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</pre></div>
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src="data:image/png;base64,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</div></div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In [10]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.tree</span> <span class="k">import</span> <span class="n">DecisionTreeRegressor</span>
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<span class="c1"># Fit regression model</span>
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<span class="n">regr_1</span> <span class="o">=</span> <span class="n">DecisionTreeRegressor</span><span class="p">(</span><span class="n">max_depth</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
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<span class="n">regr_2</span> <span class="o">=</span> <span class="n">DecisionTreeRegressor</span><span class="p">(</span><span class="n">max_depth</span><span class="o">=</span><span class="mi">5</span><span class="p">)</span>
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<span class="n">regr_1</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
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<span class="n">regr_2</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
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<span class="c1"># Predict</span>
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<span class="n">X_test</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">5.0</span><span class="p">,</span> <span class="mf">0.01</span><span class="p">)[:,</span> <span class="n">np</span><span class="o">.</span><span class="n">newaxis</span><span class="p">]</span>
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<span class="n">y_1</span> <span class="o">=</span> <span class="n">regr_1</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
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<span class="n">y_2</span> <span class="o">=</span> <span class="n">regr_2</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
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<span class="c1"># Plot the results</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s2">"black"</span><span class="p">,</span> <span class="n">c</span><span class="o">=</span><span class="s2">"darkorange"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"data"</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_2</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"yellowgreen"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"max_depth=5"</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_1</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"cornflowerblue"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"max_depth=2"</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">"data"</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">"target"</span><span class="p">)</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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</pre></div>
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</div>
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</div>
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</div>
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<div class="output_wrapper">
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<div class="output">
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<div class="output_area">
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<div class="prompt"></div>
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<div class="output_png output_subarea ">
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<img src="data:image/png;base64,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">
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<h3 id="Conclusie-(klassieke)-decision-trees">Conclusie (klassieke) decision trees<a class="anchor-link" href="#Conclusie-(klassieke)-decision-trees">¶</a></h3><ul>
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<li>Parameters van decision trees: (pre-)pruning parameters die complexiteit moeten beheersen om overfitting tegen te gaan</li>
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<li>Mooie visualiseerbare modellen, ook te begrijpen door niet-experten</li>
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<li>Werkt volledig onafhankelijk van de schaal van de features</li>
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</ul>
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<p>Nadelen:</p>
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<ul>
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<li>Snel overfitting, ondanks pruning</li>
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<li>Op bepaalde problemen is het model niet flexibel genoeg → hoge bias (door verkeerde assumpties)</li>
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</ul>
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</div>
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</div></section></section><section style="top: 0px; display: block;" aria-hidden="true" class="stack future" hidden=""><section style="top: 68.5px; display: block;">
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<h3 id="Random-forests">Random forests<a class="anchor-link" href="#Random-forests">¶</a></h3><p><img src="data:image/jpeg;base64, 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" alt="random-forest.jpg"></p>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<h3 id="Random-forests">Random forests<a class="anchor-link" href="#Random-forests">¶</a></h3><ul>
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<li>random forest = een verzameling decision trees</li>
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<li>uitgangspunt: elke tree doet goede voorspellingen maar loopt het risico op overfitting op een deel van de data</li>
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<li>principe:<ul>
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<li>parallel meerdere decision trees opbouwen</li>
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<li>injecteren van willekeurigheid ('randomness') zodat elke tree verschillend is</li>
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<li>bij opvragen voorspelling, vragen we een voorspelling aan elke tree<ul>
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<li>regressie: finale voorspelling is gemiddelde van de voorspellingen</li>
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<li>classificatie: <em>soft voting</em>: elke tree geeft bij zijn voorspelling een probabiliteit mee → klasse met hoogste probabiliteit levert finale voorspelling</li>
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</ul>
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</li>
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</ul>
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</li>
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</ul>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<div class="text_cell_render border-box-sizing rendered_html">
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<h3 id="Random-forests">Random forests<a class="anchor-link" href="#Random-forests">¶</a></h3><p><img src="data:image/png;base64, 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" alt="randomforest.png"></p>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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</div><div class="inner_cell">
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<div class="text_cell_render border-box-sizing rendered_html">
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<h4 id="Parameters-en-injecteren-van-randomness">Parameters en injecteren van randomness<a class="anchor-link" href="#Parameters-en-injecteren-van-randomness">¶</a></h4><ul>
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<li><strong>n_estimators</strong>: aantal trees in de forest</li>
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<li>voor het aanbieden aan een tree: <em>bootstrappen</em> van de data<ul>
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<li>voorbeeldje: ['a', 'b', 'c', 'd'] → ['b', 'd', 'd', 'c']</li>
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</ul>
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</li>
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<li>aanpassing algo: bij het bepalen van een test in een node kan er
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slechts gekozen worden uit een random subset van de features; grootte: <strong>max_features</strong><ul>
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<li>opgelet: bij hoge max_features: te gelijkaardige trees</li>
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<li>bij lage max_features: zeer diepe trees nodig om een redelijke accuracy te halen</li>
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</ul>
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</li>
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</ul>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing code_cell rendered">
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<div class="input">
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<div class="prompt input_prompt">In [11]:</div>
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<div class="inner_cell">
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<div class="input_area">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.ensemble</span> <span class="k">import</span> <span class="n">RandomForestClassifier</span>
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<span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span>
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<span class="n">cancer</span><span class="o">.</span><span class="n">data</span><span class="p">,</span> <span class="n">cancer</span><span class="o">.</span><span class="n">target</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<span class="n">forest</span> <span class="o">=</span> <span class="n">RandomForestClassifier</span><span class="p">(</span><span class="n">n_estimators</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<span class="n">forest</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on training set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">forest</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)))</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on test set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">forest</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">)))</span>
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</pre></div>
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</div>
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</div>
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<pre>C:\Users\Joris\Anaconda3\lib\site-packages\sklearn\ensemble\weight_boosting.py:29: DeprecationWarning: numpy.core.umath_tests is an internal NumPy module and should not be imported. It will be removed in a future NumPy release.
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plot_feature_importances_cancer</span><span class="p">(</span><span class="n">forest</span><span class="p">)</span>
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<img 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<h3 id="Gradient-Boosted-Regression-Trees-(Gradient-Boosting-Machines)">Gradient Boosted Regression Trees (Gradient Boosting Machines)<a class="anchor-link" href="#Gradient-Boosted-Regression-Trees-(Gradient-Boosting-Machines)">¶</a></h3><ul>
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<li>andere vorm van tree <em>ensemble</em></li>
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<li>ondanks naam: voor classificatie en regressie</li>
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<li>serieel schakelen van korte trees (diepte 1 tot 5), waarbij een tree de fouten compenseert van de vorige tree</li>
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<li>idee: simpele modellen combineren die het goed doen op een deel van de data; snelle voorspellingen</li>
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<li>doen het zeer goed in de praktijk maar gevoeliger voor parameters<ul>
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<li>aantal trees: <strong>n_estimators</strong></li>
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<li>maximale diepte bomen: <strong>max_depth</strong></li>
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<li><strong>learning_rate</strong>: mate waarin boom fouten van vorige boom compenseert</li>
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<li><strong>random_state</strong>
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<img src="data:image/jpeg;base64, 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" alt="algorithm-iterations.jpg"></li>
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</ul>
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</li>
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</ul>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing code_cell rendered">
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<div class="input">
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<div class="prompt input_prompt">In [13]:</div>
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<div class="inner_cell">
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<div class="input_area">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.ensemble</span> <span class="k">import</span> <span class="n">GradientBoostingClassifier</span>
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<span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span>
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<span class="n">cancer</span><span class="o">.</span><span class="n">data</span><span class="p">,</span> <span class="n">cancer</span><span class="o">.</span><span class="n">target</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<span class="n">gbrt</span> <span class="o">=</span> <span class="n">GradientBoostingClassifier</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<span class="n">gbrt</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on training set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">gbrt</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)))</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on test set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">gbrt</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">)))</span>
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</pre></div>
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</div>
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</div>
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</div>
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<div class="output_wrapper">
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<div class="output">
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<div class="output_area">
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<div class="prompt"></div>
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<div class="output_subarea output_stream output_stdout output_text">
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<pre>Accuracy on training set: 1.000
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Accuracy on test set: 0.958
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</pre>
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</div>
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</div>
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</div>
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</div>
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</div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="cell border-box-sizing code_cell rendered">
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<div class="input">
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<div class="prompt input_prompt">In [14]:</div>
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<div class="inner_cell">
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<div class="input_area">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">gbrt</span> <span class="o">=</span> <span class="n">GradientBoostingClassifier</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">max_depth</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<span class="n">gbrt</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on training set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">gbrt</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)))</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on test set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">gbrt</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">)))</span>
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</pre></div>
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</div>
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</div>
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</div>
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<div class="output_wrapper">
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<div class="output">
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<div class="output_area">
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<div class="prompt"></div>
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<div class="output_subarea output_stream output_stdout output_text">
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<pre>Accuracy on training set: 0.991
|
|
Accuracy on test set: 0.972
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</pre>
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</div>
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</div>
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</div>
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<div class="prompt input_prompt">In [15]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">gbrt</span> <span class="o">=</span> <span class="n">GradientBoostingClassifier</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">learning_rate</span><span class="o">=</span><span class="mf">0.01</span><span class="p">)</span>
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<span class="n">gbrt</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on training set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">gbrt</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)))</span>
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<span class="nb">print</span><span class="p">(</span><span class="s2">"Accuracy on test set: </span><span class="si">{:.3f}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">gbrt</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">)))</span>
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</pre></div>
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<pre>Accuracy on training set: 0.988
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Accuracy on test set: 0.965
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</pre>
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</div></div></section><section class="future" aria-hidden="true" style="top: 350px; display: none;">
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<div class="prompt input_prompt">In [16]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">gbrt</span> <span class="o">=</span> <span class="n">GradientBoostingClassifier</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">max_depth</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<span class="n">gbrt</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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<span class="n">plot_feature_importances_cancer</span><span class="p">(</span><span class="n">gbrt</span><span class="p">)</span>
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</pre></div>
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<img src="data:image/png;base64,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">
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</div><div class="fragment" data-fragment-index="0">
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</div><div class="inner_cell">
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<div class="text_cell_render border-box-sizing rendered_html">
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<p>eveneens beter gespreid en sommige features worden totaal genegeerd</p>
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</div>
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</div>
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</div></div></section></section><section style="top: 350px; display: none;" aria-hidden="true" class="stack future" hidden=""><section style="top: 350px; display: none;">
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<h3 id="Besluit">Besluit<a class="anchor-link" href="#Besluit">¶</a></h3><ul>
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<li><p>Klassieke decision tree</p>
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<ul>
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<li>mooie interpreteerbare modellen</li>
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<li>parameters: typisch voor pruning / complexiteitsbeheersing</li>
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<li>neiging naar overfitting</li>
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<li>model heeft heel specifieke assumpties</li>
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</ul>
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</li>
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<li><p>Random Forests</p>
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<ul>
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<li>parallel schakelen van trees</li>
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<li>generaliseren goed in de praktijk</li>
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</ul>
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</li>
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<li><p>Gradient boosting machines</p>
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<ul>
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<li>serieel schakelen van trees</li>
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<li>typisch moeilijker te tunen dan RF, maar kan wel hogere accuracy opleveren</li>
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<li>voorspellen sneller dan RF</li>
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<li>iets meer neiging naar overfitting dan RF</li>
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</ul>
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</li>
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</ul>
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</div>
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</div>
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</div></section></section>
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</div>
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<div class="backgrounds"><div class="slide-background stack present" style="display: block;" data-loaded="true"><div class="slide-background present" style="display: block;" data-loaded="true"></div><div class="slide-background future" style="display: block;" data-loaded="true"></div><div class="slide-background future" style="display: block;" data-loaded="true"></div></div><div class="slide-background stack future" style="display: block;" data-loaded="true"><div class="slide-background present" style="display: block;" data-loaded="true"></div><div class="slide-background future" style="display: block;" data-loaded="true"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div></div><div class="slide-background stack future" style="display: block;" data-loaded="true"><div class="slide-background present" style="display: block;" data-loaded="true"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div></div><div class="slide-background stack future" style="display: none;"><div class="slide-background present" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div><div class="slide-background future" style="display: none;"></div></div><div class="slide-background stack future" style="display: none;"><div class="slide-background present" style="display: none;"></div></div></div><div class="progress" style="display: block;"><span style="width: 0px;"></span></div><aside class="controls" style="display: block;"><button class="navigate-left" aria-label="previous slide" disabled="disabled"></button><button class="navigate-right enabled" aria-label="next slide"></button><button class="navigate-up" aria-label="above slide" disabled="disabled"></button><button class="navigate-down enabled" aria-label="below slide"></button></aside><div class="slide-number" style="display: none;"></div><div class="speaker-notes" data-prevent-swipe="" tabindex="0"></div><div class="pause-overlay"></div><div style="position: absolute; height: 1px; width: 1px; overflow: hidden; clip: rect(1px, 1px, 1px, 1px);" id="aria-status-div" aria-live="polite" aria-atomic="true">
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Supervised learning met decision treesK. Verbeeck, T. Vermeulen, J. MaervoetData Science (Theory) -- OGI02i
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</div></div>
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<script>
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require(
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{
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// it makes sense to wait a little bit when you are loading
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// reveal from a cdn in a slow connection environment
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waitSeconds: 15
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},
|
|
[
|
|
"https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/lib/js/head.min.js",
|
|
"https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/js/reveal.js"
|
|
],
|
|
|
|
function(head, Reveal){
|
|
|
|
// Full list of configuration options available here: https://github.com/hakimel/reveal.js#configuration
|
|
Reveal.initialize({
|
|
controls: true,
|
|
progress: true,
|
|
history: true,
|
|
|
|
transition: "slide",
|
|
|
|
// Optional libraries used to extend on reveal.js
|
|
dependencies: [
|
|
{ src: "https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/lib/js/classList.js",
|
|
condition: function() { return !document.body.classList; } },
|
|
{ src: "https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/plugin/notes/notes.js",
|
|
async: true,
|
|
condition: function() { return !!document.body.classList; } }
|
|
]
|
|
});
|
|
|
|
var update = function(event){
|
|
if(MathJax.Hub.getAllJax(Reveal.getCurrentSlide())){
|
|
MathJax.Hub.Rerender(Reveal.getCurrentSlide());
|
|
}
|
|
};
|
|
|
|
Reveal.addEventListener('slidechanged', update);
|
|
|
|
function setScrollingSlide() {
|
|
var scroll = false
|
|
if (scroll === true) {
|
|
var h = $('.reveal').height() * 0.95;
|
|
$('section.present').find('section')
|
|
.filter(function() {
|
|
return $(this).height() > h;
|
|
})
|
|
.css('height', 'calc(95vh)')
|
|
.css('overflow-y', 'scroll')
|
|
.css('margin-top', '20px');
|
|
}
|
|
}
|
|
|
|
// check and set the scrolling slide every time the slide change
|
|
Reveal.addEventListener('slidechanged', setScrollingSlide);
|
|
|
|
}
|
|
|
|
);
|
|
</script>
|
|
|
|
|
|
|
|
|
|
|
|
<div style="position: absolute; width: 0px; height: 0px; overflow: hidden; padding: 0px; border: 0px none; margin: 0px;"><div id="MathJax_Font_Test" style="position: absolute; visibility: hidden; top: 0px; left: 0px; width: auto; padding: 0px; border: 0px none; margin: 0px; white-space: nowrap; text-align: left; text-indent: 0px; text-transform: none; line-height: normal; letter-spacing: normal; word-spacing: normal; font-size: 40px; font-weight: normal; font-style: normal; font-size-adjust: none; font-family: MathJax_Size4, sans-serif;"></div></div></body></html> |