templates/index.html.ep - ids-kl/derekovecs - Gitiles

 <!DOCTYPE html>
 <html>
   <head>
 	  <title>DeReKo-Word-Vector-Distances: <%= $word %></title>
     <link rel="stylesheet" href="//code.jquery.com/ui/1.12.1/themes/base/jquery-ui.css">
 		<link href="https://fonts.googleapis.com/css?family=Lato|Roboto+Condensed" rel="stylesheet">
     <script src="http://code.jquery.com/jquery-latest.min.js"></script>
 		<script src = "https://cdn.datatables.net/1.10.16/js/jquery.dataTables.min.js"></script>
 		<script src = "https://cdn.datatables.net/fixedcolumns/3.2.3/js/dataTables.fixedColumns.min.js"></script>
 		<script src = "https://cdn.datatables.net/plug-ins/1.10.16/sorting/scientific.js"></script>
 		<link rel="stylesheet" href="https://cdn.datatables.net/1.10.16/css/jquery.dataTables.min.css">
     <script
 			src="http://code.jquery.com/ui/1.12.1/jquery-ui.min.js"
 				integrity="sha256-VazP97ZCwtekAsvgPBSUwPFKdrwD3unUfSGVYrahUqU="
 				crossorigin="anonymous"></script>
     <script>
      $('#firstable').hide();
 		 $(document).ready(function() {
 				 $("#xxxtabs").tabs( {
 						 "show": function(event, ui) {
 								 var oTable = $('div.dataTables_scrollBody>table.display', ui.panel).dataTable();
 								 if ( oTable.length > 0 ) {
 										 oTable.fnAdjustColumnSizing();
 								 }
 						 }
 				 } );

 				 $("input").bind("keydown", function(event) {
 						 // track enter key
 						 var keycode = (event.keyCode ? event.keyCode : (event.which ? event.which : event.charCode));
 						 if (keycode == 13) { // keycode for enter key
 								 // force the 'Enter Key' to implicitly click the Update button
 								 document.getElementById('SEARCH').click();
 								 return false;
 						 } else  {
 								 return true;
 						 }});

 				 $(".selector").tabs({ active: 1 });

 				 $('#firsttable').DataTable({
 						 "sScrollY": "780px",
 						 "bScrollCollapse": true,
 						 "bPaginate": false,
 						 "bJQueryUI": true,
 						 "dom": '<"top">rt<"bottom"flp><"clear">',
 						 "aoColumnDefs": [
 								 { "sWidth": "10%", "aTargets": [ -1 ] }
 						 ]
 				 } );

 				 function bitvec2window(n) {
 						 var str = n.toString(2).padStart(10, "0")
 												.replace(/^([0-9]{5})/, '$1x')
 												.replace(/0/g, '·')
 												.replace(/1/g, '+');
 						 return str;
 				 }

 				 var collocatorData = <%= b(Mojo::JSON::to_json($collocators)) %>;

 				 if (collocatorData != null) {
 						 var t = $('#secondtable').DataTable({
 								 data: collocatorData,
 								 "sScrollY": "800px",
 								 "bScrollCollapse": true,
 								 "bPaginate": false,
 								 "bJQueryUI": true,
 								 "dom": '<"top">rt<"bottom"flp><"clear">',
 								 "columns": [
 										 { "data": "rank", type: "allnumeric" },
 										 { "data": "pos", width: "7%", sClass: "dt-center mono compact", render: function ( data, type, row ) {return bitvec2window(data) }},
 										 { "data": "max",  render: function ( data, type, row ) {return data.toFixed(3) }},
 										 { "data": "conorm", render: function ( data, type, row ) {return data.toFixed(3) }},
 										 { "data": "prob", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) }  },
 										 { "data": "cprob", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) }  },
 										 { "data": "overall", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) } },
 										 { "data": "word",  sClass: "collocator" }
 								 ],
 								 "columnDefs": [
 										 { className: "dt-right", "targets": [0,2,3,4,5,6] },
 										 { className: "dt-center", "targets": [ 1] },
 										 { "searchable": false,
 											 "orderable": false,
 											 "targets": 0
 										 },
 										 { "type": "scientific", targets: [2,3,4,5,6] },
 										 { "orderSequence": [ "desc" ], "targets": [ 2, 3, 4, 5, 6 ] },
 										 { "orderSequence": [ "asc", "desc" ], "targets": [ 1, 7 ] },
 								 ],
 								 "order": [[ 4, 'desc' ]],
 						 } );
 						 t.on( 'order.dt search.dt', function () {
 								 t.column(0, {order:'applied'}).nodes().each( function (cell, i) {
 										 cell.innerHTML = i+1;
 								 } );
 						 } ).draw();
 				 }
 		 });
 		 $(function(){
 				 $("#dropdownoptions").dialog({
 						 title: "Options",
 						 autoOpen: false,
 						 modal: false,
 						 draggable: false,
 						 height: "auto",
 						 width: "auto",
 						 resizable: false,
 						 buttons: {
 								 "Cancel": function() {
 										 $( this ).dialog( "close" );
 								 },
 								 "Apply": function() {
 										 window.open($(location).attr('pathname')+'?'+$('form').serialize(), "_self");
 								 }
 						 }
 				 });
 		 });

 		 $(function(){
 				 $("#SEARCH").click(function() {
 						 window.open($(location).attr('pathname')+'?'+$('form').serialize(), "_self");
 				 });
 		 });

 		 $(function(){
 				 $("td.collocator").click(function(){
 						 queryKorAPCII(this.textContent + " /w5 <%= $word %>");
 				 });
 		 });

 		 $(function(){
 				 $("#showoptions").click(function(){
 						 $("#dropdownoptions").dialog("open");
 						 var target = $(this);
 						 $("#dropdownoptions").dialog("widget").position({
 								 my: 'left bottom',
 								 at: 'left bottom',
 								 of: target
 						 });
 				 });
 		 });

 		 $( function() {
 				 $( "#no_iterations" ).spinner({
 						 spin: function( event, ui ) {
 								 if ( ui.value < 1000 ) {
 										 $( this ).spinner( "value", 1000 );
 										 return false;
 								 } else if ( ui.value > 10000 ) {
 										 $( this ).spinner( "value", 10000 );
 										 return false;
 								 }
 						 }
 				 });
 		 } );

 		 $( function() {
 				 $( "#neighbours" ).spinner({
 						 spin: function( event, ui ) {
 								 if ( ui.value < 0 ) {
 										 $( this ).spinner( "value", 0 );
 										 return false;
 								 } else if ( ui.value > 200 ) {
 										 $( this ).spinner( "value", 200 );
 										 return false;
 								 }
 						 }
 				 });
 		 } );

 		 $( function() {
 				 $( "#cutoff" ).spinner({
 						 spin: function( event, ui ) {
 								 if ( ui.value < 100000 ) {
 										 $( this ).spinner( "value", 100000 );
 										 return false;
 								 } else if ( ui.value > 2000000 ) {
 										 $( this ).spinner( "value", 2000000 );
 										 return false;
 								 }
 						 }
 				 });
 		 } );

      $( function() {
 				 $( "#tabs" ).tabs().addClass('tabs-min');
 		 } );

 		 $( function() {
 				 $( ".controlgroup-vertical" ).controlgroup({
 						 "direction": "vertical"
 				 });
 		 } );

 		 $(function() {
 				 $( document ).tooltip({
 						 content: function() {
 								 return $(this).attr('title');
 						 }}
 				 )
 	   })

     </script>
 	  <script src="//d3js.org/d3.v3.min.js" charset="utf-8"></script>
 	  <script src="/derekovecs/js/tsne.js"></script>
 	  <script src="/derekovecs/js/som.js"></script>
 	  <script src="/derekovecs/js/labeler.js"></script>
     <style>
      body, input {
 	     font-family: Lato, sans-serif;
 	     font-size: 11pt;
      }

 		 h1,  h2, h3 {
 			 margin: 5px 10px 0 0;
 			 color: rgb(246,168,0);
 			 font-family: "Univers LT Std 47 Cn Lt", "Univers LT Std 67 Cn Lt", "Roboto Condensed", "Univers LT Std 67 Cn Bold", "UniversLTStd-BoldCn", "Times", 'League Gothic', Impact, sans-serif;
 			 font-weight: bold;
 			 line-height: 1.35;
 			 letter-spacing: normal;
 			 text-transform: uppercase;
 			 text-shadow: none;
 			 word-wrap: break-word;
 		 }


 		 showoptions, #SEARCH {
 			 margin-left: 10px;
 			 margin-right: 10px;
 		 }

 		 .tabs-left-vertical .ui-tabs-nav {
 			 position: absolute;
 			 width: 21em;
 			 transform: translate(-100%,0%) rotate(-90deg);
 			 transform-origin: 100% 0%;
 		 }

 		 .tabs-left-vertical .ui-tabs-nav li {
 			 float: right;
 		 }

 		 .tabs-left-vertical .ui-tabs-panel {
 			 padding-left: 3.5em;
 		 }

 		 .tabs-left-vertical .ui-tabs-panel {
 			 height: 20em;
 		 }

 		 .mono {
 			 font-family: "DejaVu Sans Mono", Inconsolata, SourceCodePro, Courier;
 		 }

 		 .ui-tooltip-content {
 			 font-size: 9pt;
 			 color: #222222;
 		 }

 		 svg > .ui-tooltip-content {
 			 font-size: 8pt;
 			 color: #222222;
 		 }

 		 a.merged {
 			 color: green;
 			 fill: green;
 		 }

 		 #first a {
 			 text-decoration: none;
 		 }

 		 a.marked, #first a.marked {
 			 text-decoration: underline;
 		 }

 		 a.target {
 			 color: red;
 			 fill: red;
 		 }

 		 table.display {
 			 width: 40% important!;
 			 margin: 1;  /* <- works for me this way ****/
 		 }

 		 table.dataTable thead th, table.dataTable thead td, table.dataTable tbody td {
 			 padding: 2px 2px;
 			 //  border-bottom: 1px solid #111;
 		 }

 		 #collocators {
 			 margin-bottom: 15px;
 		 }

 		 #header {
 			 width: 100%;
 			 //   border: 1px solid red;
 			 overflow: hidden; /* will contain if #first is longer than #second */
 		 }

 		 #topwrapper {
 			 width: 100%;
 			 //   border: 1px solid red;
 			 overflow: hidden; /* will contain if #first is longer than #second */
 		 }

 		 #wrapper {
 			 //   border: 1px solid red;
 			 overflow: hidden; /* will contain if #first is longer than #second */
 		 }

 		 #pagetitle {
 			 max-width: 460px;
 			 margin-right: 20px;
 			 float: left;
 			 overflow: hidden; /* if you don't want #second to wrap below #first */
 			 //    border: 1px solid green;
 		 }

 		 #options {
 			 float: left;
 			 width: 800px;
 			 margin: 10px;
 			 overflow: hidden; /* if you don't want #second to wrap below #first */
 		 }

 		 #word {
 			 width: 50%;
 		 }

 		 #first {
 			 margin-right: 20px;
 			 float: left;
 			 overflow: hidden; /* if you don't want #second to wrap below #first */
 			 //    border: 1px solid green;
 		 }
 		 #tabs {
 			 margin-right: 20px;
 			 overflow: hidden; /* if you don't want #second to wrap below #first */
 		 }

 		 .tabs-min {
 			 background: transparent;
 			 border: none;
 		 }

 		 .tabs-min .ui-widget-header {
 			 background: transparent;
 			 border: none;
 			 border-bottom: 1px solid #c0c0c0;
 			 -moz-border-radius: 0px;
 			 -webkit-border-radius: 0px;
 			 border-radius: 0px;
 		 }

 		 .tabs-min .ui-tabs-nav .ui-state-default {
 			 background: transparent;
 			 border: none;
 		 }

 		 .tabs-min .ui-tabs-nav .ui-state-active {
 			 background: transparent url(img/uiTabsArrow.png) no-repeat bottom center;
 			 border: none;
 		 }

 		 .tabs-min .ui-tabs-nav .ui-state-default a {
 			 color: #c0c0c0;
 		 }

 		 .tabs-min .ui-tabs-nav .ui-state-active a {
 			 color: rgb(246,168,0);
 		 }

 		 #embed {
 			 max-width: 802px;
 			 border: 1px solid #333;
 		 }

 		 #second {
 			 min-width: 800px;
 			 //       border: 1px solid #333;
 			 overflow: hidden; /* if you don't want #second to wrap below #first */
 		 }
 		 #som2 svg {
 			 border: 1px solid #333;
 		 }

 		 #cost {
 			 font-size: 8pt;
 			 color: #222222;
 			 margin-top: 4px;
 			 margin-bottom: 12px;
 		 }

 		 #sominfo1, #sominfo {
 			 font-size: 8pt;
 			 color: #222222;
 			 margin-top: 0px;
 		 }

 		 #somcolor1, #somcolor2, #somcolor3 {
 			 display: inline-block;
 			 height: 10px;
 			 width: 10px;
 		 }

 		 #third {
 			 border: 1px solid #333;
 		 }

     </style>
     <script>

      var opt = {epsilon: <%= $epsilon %>, perplexity: <%= $perplexity %>},
 		     mapWidth = 800, // width map
 		     mapHeight = 800,
 		     jitterRadius = 7;

      var T = new tsnejs.tSNE(opt); // create a tSNE instance

      var Y;

      var data;
      var labeler;

      function applyJitter() {
 				 svg.selectAll('.tsnet')
 						.data(labels)
 						.transition()
 						.duration(50)
 						.attr("transform", function(d, i) {
 								T.Y[i][0] = (d.x - mapWidth/2 - tx)/ss/20;
 								T.Y[i][1] = (d.y - mapHeight/2 - ty)/ss/20;
 								return "translate(" +
 									(d.x) + "," +
 									(d.y) + ")";
 						});
      }

      function updateEmbedding() {
 				 var Y = T.getSolution();
 				 svg.selectAll('.tsnet')
 						.data(data.words)
 						.attr("transform", function(d, i) {
 								return "translate(" +
 									 ((Y[i][0]*20*ss + tx) + mapWidth/2) + "," +
 									 ((Y[i][1]*20*ss + ty) + mapHeight/2) + ")"; });
      }

      var svg;
      var labels = [];
      var anchor_array = [];
      var text;

      function drawEmbedding() {
 				 $("#embed").empty();
 				 var div = d3.select("#embed");

 				 // get min and max in each column of Y
 				 var Y = T.Y;

 				 svg = div.append("svg") // svg is global
 									.attr("width", mapWidth)
 									.attr("height", mapHeight);

 				 var g = svg.selectAll(".b")
 										.data(data.words)
 										.enter().append("g")
 										.attr("class", "tsnet");

 				 g.append("a")
 					.attr("xlink:href", function(word) {
 							return (data.urlprefix+word);})
 					.attr("class", function(d, i) {
 							var res="";
 							if(data.marked[i]) {
 									res="marked ";
 							}
 							if(data.target.indexOf(" "+d+" ") >= 0) {
 									return res+"target";
 							} else if(data.ranks[i] < data.mergedEnd) {
 									return res+"merged";
 							} else {
 									return res;
 							}
 					})
 					.attr("title", function(d, i) {
 							if(data.mergedEnd > 0) {
 									if(data.ranks[i] >= data.mergedEnd) {
          							return "rank: "+i +"  "+"freq. rank: "+(data.ranks[i]).toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",");
 									} else {
          							return "rank: "+i +"  "+"freq. rank: "+data.ranks[i].toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",") + " (merged vocab)";
 									}
 							} else {
 									return "rank: "+i +"  "+"freq. rank: "+data.ranks[i].toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",");
 							}
 					})
 					.append("text")
 					.attr("text-anchor", "top")
 					.attr("font-size", 12)
 					.text(function(d) { return d; });

 				 var zoomListener = d3.behavior.zoom()
 															.scaleExtent([0.1, 10])
 															.center([0,0])
 															.on("zoom", zoomHandler);
 				 zoomListener(svg);
      }

      var tx=0, ty=0;
      var ss=1;
      var iter_id=-1;

      function zoomHandler() {
 				 tx = d3.event.translate[0];
 				 ty = d3.event.translate[1];
 				 ss = d3.event.scale;
 				 updateEmbedding();
      }

      var stepnum = 0;

      function stopStep() {
 				 clearInterval(iter_id);
 				 text = svg.selectAll("text");

 				 // jitter function needs different data and co-ordinate representation
 				 labels = d3.range(data.words.length).map(function(i) {
 						 var x = (T.Y[i][0]*20*ss + tx) + mapWidth/2;
 						 var y = (T.Y[i][1]*20*ss + ty) + mapHeight/2;
 						 anchor_array.push({x: x, y: y, r: jitterRadius});
 						 return {
 								 x: x,
 								 y: y,
 								 name: data.words[i]
 						 };
 				 });

 				 // get the actual label bounding boxes for the jitter function
 				 var index = 0;
 				 text.each(function() {
 						 labels[index].width = this.getBBox().width;
 						 labels[index].height = this.getBBox().height;
 						 index += 1;
 				 });


 				 //	 setTimeout(updateEmbedding, 1);
 				 //	 setTimeout(
 						 labeler =	 d3.labeler()
 													 .label(labels)
 													 .anchor(anchor_array)
 													 .width(mapWidth)
 													 .height(mapHeight)
 													 .update(applyJitter);
 				 //         .start(1000);

 				 iter_id = setInterval(jitterStep, 1);
      }

      var jitter_i=0;

      function jitterStep() {
 				 if(jitter_i++ > 100) {
 						 clearInterval(iter_id);
 				 } else {
 						 labeler.start2(10);
 						 applyJitter();
 				 }
      }

      var last_cost=1000;

      function step() {
 				 var i = T.iter;

 				 if(i > <%= $no_iterations %>) {
 						 stopStep();
 				 } else {
 						 var cost = Math.round(T.step() * 100000) / 100000; // do a few steps
 						 $("#cost").html("tsne iteration " + i + ", cost: " + cost.toFixed(5));
 						 if(i % 250 == 0 && cost >= last_cost) {
 								 stopStep();
 						 } else {
 								 last_cost = cost;
 								 updateEmbedding();
 						 }
 				 }
      }

      function showMap(j) {
 				 data=j;
 				 T.iter=0;
 				 T.initDataRaw(data.vecs); // init embedding
 				 drawEmbedding(); // draw initial embedding

 				 if(iter_id >= 0) {
 						 clearInterval(iter_id);
 				 }
 				 //T.debugGrad();
 				 iter_id = setInterval(step, 1);
 				 if(true) { // (<%= $show_som %>) {
 						 makeSOM(j, <%= $no_iterations %>);
 				 }
      }
      var queryword;

      function onload() {
          queryword = document.getElementById('word');
      }

      function queryKorAP() {
          window.open('http://korap.ids-mannheim.de/kalamar/?q='+queryword.value, 'KorAP');
      }

      function queryKorAPCII(query) {
          window.open('http://korap.ids-mannheim.de/kalamar/?ql=cosmas2&q='+query, 'KorAP');
      }
     </script>
   </head>
   <body onload="onload()">
 		<div id="header">
 			<div id="pagetitle">
 				<h1>DeReKo-Vectors</h1>
 			</div>
 			<div id="options"  class="widget">
 				<form id="queryform">
 					<input id="word" type="text" name="word"  placeholder="Word(s) to be searched" value="<%= $word %>"
 								 title="When looking for multiple words use spaces as separators to search around the average vector and | as separator to get the neighbours for each word."/>
 					<input id="SEARCH" type="button" value="SEARCH">
 					<input type="button" id="showoptions" name="showoptions" value="Options" />
 				</form>
 				<div id="dropdownoptions" style="display: hidden">
 					<form id="optionsform">
 						<div class="controlgroup-vertical">
 							<label for="cutoff">cut-off</label>
 							<input id="cutoff" type="text" name="cutoff" size="10"  value="<%= $cutoff %>" title="Only consider the most frequent x word forms.">
 							<label for="dedupe">dedupe</label>
 							<input id="dedupe" type="checkbox" name="dedupe" value="1" <%= ($dedupe ? "checked" : "") %> title="radically filter out any near-duplicates">
 							% if($mergedEnd > 0) {
 								<label for="sbf">backw.</label>
 								<input id="sbf" type="checkbox" name="sbf" value="1" <%= ($searchBaseVocabFirst ? "checked" : "") %> title="If checkecked base vocabulary will be searched first. Otherwise merged vocabulray will be searched first.">
 							% }
 							<label for="neighbours">max. neighbours:</label>
 							<input id="neighbours" size="4" name="n" value="<%= $no_nbs %>">
 							<label for="no_iterations">max. iterations</label>
 							<input id="no_iterations" name="N" size="4" value="<%= $no_iterations %>">
 							<!-- <label for="dosom">SOM</label>
 									 <input id="dosom" type="checkbox" name="som" value="1" <%= ($show_som ? "checked" : "") %>> -->
 							% if($collocators) {
 								<label for="sortby">window/sort</label>
 								<select id="sortby" name="sort">
 									<option value="0"  <%= ($sort!=1 && $sort!=2? "selected":"") %>>auto focus</option>
 									<!-- <option value="1"  <%= ($sort==1? "selected":"") %>>any single position</option>
 											 <option value="2" <%= ($sort==2? "selected":"") %>>whole window</option> -->
 								</select>
 							% }
 							<input type="button" value="→ KorAP" onclick="queryKorAP();" title="query word with KorAP"/>
 						</div>
 					</form>
 				</div>
 			</div>
 		</div>
 		<div id="topwrapper">
 			<div id="tabs">
 				<ul>
 					<li><a href="#tabs-1">Semantics (TSNE-map)</a></li>
 					<li><a href="#tabs-2">Semantics (SOM)</a></li>
 					<li><a href="#tabs-3">Syntagmatic (collocators)</a></li>
 				</ul>
 				<div id="tabs-1">
 					% if($lists && (@$lists) > 0 && (@$lists)[0]) {
 						<div id="wrapper">
 							<div id="first" style="width:220px">
 								<table class="display compact nowrap" id="firsttable">
 									<thead>
 										<tr>
 											<th align="right">#</th><th align="right">cos</th><th align="left">paradigmatic</th>
 										</tr>
 									</thead>
 									<tbody>
 										% my $j=0; my @words; my @vecs; my @ranks; my @marked;
 										% for my $list (@$lists) {
 											% my $i=0; while($list) {
 												% my $item = (@$list)[$i];
 												% my $c = ($collocators? (@$collocators)[$i] : 0);
 												% last if(!$c && !$item);
 												<tr>
 													<td align="right">
   													<%= ++$i %>.
 													</td>
 													% if($item) {
 														% if(!grep{$_ eq $item->{word}} @words) {
 															%   push @vecs, $item->{vector};
 															%   push @words, $item->{word};
 															%   push @ranks, $item->{rank};
 															%   push @marked, ($marked->{$item->{word}}? 1 : 0);
 														% }
 														<td align="right">
   														<%= sprintf("%.3f", $item->{dist}) %>
 														</td>
 														<td>
 															% my $class = ($marked->{$item->{word}}? "marked " : "");
 															% my $r = $item->{rank};
 															% if($r < $mergedEnd) {
 																%   $class .= "merged";
 																%   $r .= " (merged vocab)";
 															% } elsif($mergedEnd!=0 && $r > $mergedEnd) {
 															%   $r -= $mergedEnd;
 													% }
   												<a class="<%= $class =%>"
 														 title="freq. rank: <%= $r =%>"
 														 href="<%= url_with->query([word => $item->{word}]) =%>">
 														<%= $item->{word} =%>
 													</a>
 														</td>
 											% } else {
 														<td colspan="2"/>
 											% }
 												</tr>
 												% last if($i >= 100);
 										% }
 					% }
 									</tbody>
 								</table>
 							</div>
 							<script>
 							 % use Mojo::ByteStream 'b';
 							 % my $urlprefix = url_with->query([word=>'']);
 							 $(window).load(function() {
 									 showMap(<%= b(Mojo::JSON::to_json({target => " $word ", mergedEnd=> $mergedEnd, words => \@words, vecs => \@vecs, ranks => \@ranks, marked => \@marked, urlprefix => $urlprefix})); %>);
 							 });
 							</script>
             % } else {
 							<div id="wrapper">
 								<p>
 									ERROR: "<%= $word %>" not found in vocabluary.
 								</p>
 							</div>
 						% }
 						<div id="second">
 							<div id="embed">
 							</div>
 							<div id="cost">
 							</div>
 						</div>
 					  </div>
 				</div>
         <div id="tabs-2">
 					<div id="som2" style="width: 800; height: 800px">
 					</div>
 					<div id="sominfo1"><span id="somcolor1">   </span> <span id="somword1"> </span> <span id="somcolor2">   </span> <span id="somword2"> </span> <span id="somcolor3">   </span></div>
 					<div id="sominfo">SOM iteration <span id="iterations">0</span></div>
         </div>
 				<div id="tabs-3">
 					<div id="second" style="width:500px">
 						<table class="display compact nowrap" id="secondtable">
 							<thead>
 								<tr>
 									% if($collocators) {
 										<th>#</th>
 										<th align="center" title="The columns (c) around the target are considered for summation are marked with *.">w'</th>
 										<th align="right" title="Raw (max.) activation of the collocator in the output layers.">max(a)</th>
 										<th title="Co-normalized raw activation sum of the collocator in the selected columns." align="right">⊥Σa</th>
 										<th title="Sum of activations over the selected colunns normalized by the total activation sum of the selected columns." align="right">Σa/Σc</th>
 										<th title="Sum of the column normalized activations over the selected colunns." align="right">Σ(a/c)</th>
 										<th title="Sum of the activations over the whole window normalized by the total window sum (no auto-focus)." align="right">Σa/Σw</th>
 										<th align="left">collocator</th>
 									% }
 								</tr>
 							</thead>
 							<tbody>
 								<tr>
 									<td align="right">
 									</td>
 										<td align="right">
 										</td>
 										<td align="right">
 										</td>
 										<td align="right">
 										</td>
 										<td align="right">
 										</td>
 										<td align="right">
 										</td>
 									  <td align="right">
 										</td>
 										<td align="left">
 										</td>
 								</tr>
 							</tbody>
 						</table>
 					</div> <!-- - tab2 -->
 			  </div> <!-- tabs -->
       </div>
 		</div> <!-- topwrapper  -->
 		<div style="clear: both;"></div>
 		</div>
     % if($training_args) {
       <p>
         Word vector model trained with <a href="https://code.google.com/p/word2vec/">word2vec</a> using the following parameters: <pre><%= $training_args %></pre>
       </p>
     % }
 	</body>
 </html>
	<!DOCTYPE html>
	<html>
	<head>
	<title>DeReKo-Word-Vector-Distances: <%= $word %></title>
	<link rel="stylesheet" href="//code.jquery.com/ui/1.12.1/themes/base/jquery-ui.css">
	<link href="https://fonts.googleapis.com/css?family=Lato\|Roboto+Condensed" rel="stylesheet">
	<script src="http://code.jquery.com/jquery-latest.min.js"></script>
	<script src = "https://cdn.datatables.net/1.10.16/js/jquery.dataTables.min.js"></script>
	<script src = "https://cdn.datatables.net/fixedcolumns/3.2.3/js/dataTables.fixedColumns.min.js"></script>
	<script src = "https://cdn.datatables.net/plug-ins/1.10.16/sorting/scientific.js"></script>
	<link rel="stylesheet" href="https://cdn.datatables.net/1.10.16/css/jquery.dataTables.min.css">
	<script
	src="http://code.jquery.com/ui/1.12.1/jquery-ui.min.js"
	integrity="sha256-VazP97ZCwtekAsvgPBSUwPFKdrwD3unUfSGVYrahUqU="
	crossorigin="anonymous"></script>
	<script>
	$('#firstable').hide();
	$(document).ready(function() {
	$("#xxxtabs").tabs( {
	"show": function(event, ui) {
	var oTable = $('div.dataTables_scrollBody>table.display', ui.panel).dataTable();
	if ( oTable.length > 0 ) {
	oTable.fnAdjustColumnSizing();
	}
	}
	} );

	$("input").bind("keydown", function(event) {
	// track enter key
	var keycode = (event.keyCode ? event.keyCode : (event.which ? event.which : event.charCode));
	if (keycode == 13) { // keycode for enter key
	// force the 'Enter Key' to implicitly click the Update button
	document.getElementById('SEARCH').click();
	return false;
	} else {
	return true;
	}});

	$(".selector").tabs({ active: 1 });

	$('#firsttable').DataTable({
	"sScrollY": "780px",
	"bScrollCollapse": true,
	"bPaginate": false,
	"bJQueryUI": true,
	"dom": '<"top">rt<"bottom"flp><"clear">',
	"aoColumnDefs": [
	{ "sWidth": "10%", "aTargets": [ -1 ] }
	]
	} );

	function bitvec2window(n) {
	var str = n.toString(2).padStart(10, "0")
	.replace(/^([0-9]{5})/, '$1x')
	.replace(/0/g, '·')
	.replace(/1/g, '+');
	return str;
	}

	var collocatorData = <%= b(Mojo::JSON::to_json($collocators)) %>;

	if (collocatorData != null) {
	var t = $('#secondtable').DataTable({
	data: collocatorData,
	"sScrollY": "800px",
	"bScrollCollapse": true,
	"bPaginate": false,
	"bJQueryUI": true,
	"dom": '<"top">rt<"bottom"flp><"clear">',
	"columns": [
	{ "data": "rank", type: "allnumeric" },
	{ "data": "pos", width: "7%", sClass: "dt-center mono compact", render: function ( data, type, row ) {return bitvec2window(data) }},
	{ "data": "max", render: function ( data, type, row ) {return data.toFixed(3) }},
	{ "data": "conorm", render: function ( data, type, row ) {return data.toFixed(3) }},
	{ "data": "prob", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) } },
	{ "data": "cprob", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) } },
	{ "data": "overall", type: "scientific", render: function ( data, type, row ) {return data.toExponential(3) } },
	{ "data": "word", sClass: "collocator" }
	],
	"columnDefs": [
	{ className: "dt-right", "targets": [0,2,3,4,5,6] },
	{ className: "dt-center", "targets": [ 1] },
	{ "searchable": false,
	"orderable": false,
	"targets": 0
	},
	{ "type": "scientific", targets: [2,3,4,5,6] },
	{ "orderSequence": [ "desc" ], "targets": [ 2, 3, 4, 5, 6 ] },
	{ "orderSequence": [ "asc", "desc" ], "targets": [ 1, 7 ] },
	],
	"order": [[ 4, 'desc' ]],
	} );
	t.on( 'order.dt search.dt', function () {
	t.column(0, {order:'applied'}).nodes().each( function (cell, i) {
	cell.innerHTML = i+1;
	} );
	} ).draw();
	}
	});
	$(function(){
	$("#dropdownoptions").dialog({
	title: "Options",
	autoOpen: false,
	modal: false,
	draggable: false,
	height: "auto",
	width: "auto",
	resizable: false,
	buttons: {
	"Cancel": function() {
	$( this ).dialog( "close" );
	},
	"Apply": function() {
	window.open($(location).attr('pathname')+'?'+$('form').serialize(), "_self");
	}
	}
	});
	});

	$(function(){
	$("#SEARCH").click(function() {
	window.open($(location).attr('pathname')+'?'+$('form').serialize(), "_self");
	});
	});

	$(function(){
	$("td.collocator").click(function(){
	queryKorAPCII(this.textContent + " /w5 <%= $word %>");
	});
	});

	$(function(){
	$("#showoptions").click(function(){
	$("#dropdownoptions").dialog("open");
	var target = $(this);
	$("#dropdownoptions").dialog("widget").position({
	my: 'left bottom',
	at: 'left bottom',
	of: target
	});
	});
	});

	$( function() {
	$( "#no_iterations" ).spinner({
	spin: function( event, ui ) {
	if ( ui.value < 1000 ) {
	$( this ).spinner( "value", 1000 );
	return false;
	} else if ( ui.value > 10000 ) {
	$( this ).spinner( "value", 10000 );
	return false;
	}
	}
	});
	} );

	$( function() {
	$( "#neighbours" ).spinner({
	spin: function( event, ui ) {
	if ( ui.value < 0 ) {
	$( this ).spinner( "value", 0 );
	return false;
	} else if ( ui.value > 200 ) {
	$( this ).spinner( "value", 200 );
	return false;
	}
	}
	});
	} );

	$( function() {
	$( "#cutoff" ).spinner({
	spin: function( event, ui ) {
	if ( ui.value < 100000 ) {
	$( this ).spinner( "value", 100000 );
	return false;
	} else if ( ui.value > 2000000 ) {
	$( this ).spinner( "value", 2000000 );
	return false;
	}
	}
	});
	} );

	$( function() {
	$( "#tabs" ).tabs().addClass('tabs-min');
	} );

	$( function() {
	$( ".controlgroup-vertical" ).controlgroup({
	"direction": "vertical"
	});
	} );

	$(function() {
	$( document ).tooltip({
	content: function() {
	return $(this).attr('title');
	}}
	)
	})

	</script>
	<script src="//d3js.org/d3.v3.min.js" charset="utf-8"></script>
	<script src="/derekovecs/js/tsne.js"></script>
	<script src="/derekovecs/js/som.js"></script>
	<script src="/derekovecs/js/labeler.js"></script>
	<style>
	body, input {
	font-family: Lato, sans-serif;
	font-size: 11pt;
	}

	h1, h2, h3 {
	margin: 5px 10px 0 0;
	color: rgb(246,168,0);
	font-family: "Univers LT Std 47 Cn Lt", "Univers LT Std 67 Cn Lt", "Roboto Condensed", "Univers LT Std 67 Cn Bold", "UniversLTStd-BoldCn", "Times", 'League Gothic', Impact, sans-serif;
	font-weight: bold;
	line-height: 1.35;
	letter-spacing: normal;
	text-transform: uppercase;
	text-shadow: none;
	word-wrap: break-word;
	}


	showoptions, #SEARCH {
	margin-left: 10px;
	margin-right: 10px;
	}

	.tabs-left-vertical .ui-tabs-nav {
	position: absolute;
	width: 21em;
	transform: translate(-100%,0%) rotate(-90deg);
	transform-origin: 100% 0%;
	}

	.tabs-left-vertical .ui-tabs-nav li {
	float: right;
	}

	.tabs-left-vertical .ui-tabs-panel {
	padding-left: 3.5em;
	}

	.tabs-left-vertical .ui-tabs-panel {
	height: 20em;
	}

	.mono {
	font-family: "DejaVu Sans Mono", Inconsolata, SourceCodePro, Courier;
	}

	.ui-tooltip-content {
	font-size: 9pt;
	color: #222222;
	}

	svg > .ui-tooltip-content {
	font-size: 8pt;
	color: #222222;
	}

	a.merged {
	color: green;
	fill: green;
	}

	#first a {
	text-decoration: none;
	}

	a.marked, #first a.marked {
	text-decoration: underline;
	}

	a.target {
	color: red;
	fill: red;
	}

	table.display {
	width: 40% important!;
	margin: 1; /* <- works for me this way ****/
	}

	table.dataTable thead th, table.dataTable thead td, table.dataTable tbody td {
	padding: 2px 2px;
	// border-bottom: 1px solid #111;
	}

	#collocators {
	margin-bottom: 15px;
	}

	#header {
	width: 100%;
	// border: 1px solid red;
	overflow: hidden; /* will contain if #first is longer than #second */
	}

	#topwrapper {
	width: 100%;
	// border: 1px solid red;
	overflow: hidden; /* will contain if #first is longer than #second */
	}

	#wrapper {
	// border: 1px solid red;
	overflow: hidden; /* will contain if #first is longer than #second */
	}

	#pagetitle {
	max-width: 460px;
	margin-right: 20px;
	float: left;
	overflow: hidden; /* if you don't want #second to wrap below #first */
	// border: 1px solid green;
	}

	#options {
	float: left;
	width: 800px;
	margin: 10px;
	overflow: hidden; /* if you don't want #second to wrap below #first */
	}

	#word {
	width: 50%;
	}

	#first {
	margin-right: 20px;
	float: left;
	overflow: hidden; /* if you don't want #second to wrap below #first */
	// border: 1px solid green;
	}
	#tabs {
	margin-right: 20px;
	overflow: hidden; /* if you don't want #second to wrap below #first */
	}

	.tabs-min {
	background: transparent;
	border: none;
	}

	.tabs-min .ui-widget-header {
	background: transparent;
	border: none;
	border-bottom: 1px solid #c0c0c0;
	-moz-border-radius: 0px;
	-webkit-border-radius: 0px;
	border-radius: 0px;
	}

	.tabs-min .ui-tabs-nav .ui-state-default {
	background: transparent;
	border: none;
	}

	.tabs-min .ui-tabs-nav .ui-state-active {
	background: transparent url(img/uiTabsArrow.png) no-repeat bottom center;
	border: none;
	}

	.tabs-min .ui-tabs-nav .ui-state-default a {
	color: #c0c0c0;
	}

	.tabs-min .ui-tabs-nav .ui-state-active a {
	color: rgb(246,168,0);
	}

	#embed {
	max-width: 802px;
	border: 1px solid #333;
	}

	#second {
	min-width: 800px;
	// border: 1px solid #333;
	overflow: hidden; /* if you don't want #second to wrap below #first */
	}
	#som2 svg {
	border: 1px solid #333;
	}

	#cost {
	font-size: 8pt;
	color: #222222;
	margin-top: 4px;
	margin-bottom: 12px;
	}

	#sominfo1, #sominfo {
	font-size: 8pt;
	color: #222222;
	margin-top: 0px;
	}

	#somcolor1, #somcolor2, #somcolor3 {
	display: inline-block;
	height: 10px;
	width: 10px;
	}

	#third {
	border: 1px solid #333;
	}

	</style>
	<script>

	var opt = {epsilon: <%= $epsilon %>, perplexity: <%= $perplexity %>},
	mapWidth = 800, // width map
	mapHeight = 800,
	jitterRadius = 7;

	var T = new tsnejs.tSNE(opt); // create a tSNE instance

	var Y;

	var data;
	var labeler;

	function applyJitter() {
	svg.selectAll('.tsnet')
	.data(labels)
	.transition()
	.duration(50)
	.attr("transform", function(d, i) {
	T.Y[i][0] = (d.x - mapWidth/2 - tx)/ss/20;
	T.Y[i][1] = (d.y - mapHeight/2 - ty)/ss/20;
	return "translate(" +
	(d.x) + "," +
	(d.y) + ")";
	});
	}

	function updateEmbedding() {
	var Y = T.getSolution();
	svg.selectAll('.tsnet')
	.data(data.words)
	.attr("transform", function(d, i) {
	return "translate(" +
	((Y[i][0]20ss + tx) + mapWidth/2) + "," +
	((Y[i][1]20ss + ty) + mapHeight/2) + ")"; });
	}

	var svg;
	var labels = [];
	var anchor_array = [];
	var text;

	function drawEmbedding() {
	$("#embed").empty();
	var div = d3.select("#embed");

	// get min and max in each column of Y
	var Y = T.Y;

	svg = div.append("svg") // svg is global
	.attr("width", mapWidth)
	.attr("height", mapHeight);

	var g = svg.selectAll(".b")
	.data(data.words)
	.enter().append("g")
	.attr("class", "tsnet");

	g.append("a")
	.attr("xlink:href", function(word) {
	return (data.urlprefix+word);})
	.attr("class", function(d, i) {
	var res="";
	if(data.marked[i]) {
	res="marked ";
	}
	if(data.target.indexOf(" "+d+" ") >= 0) {
	return res+"target";
	} else if(data.ranks[i] < data.mergedEnd) {
	return res+"merged";
	} else {
	return res;
	}
	})
	.attr("title", function(d, i) {
	if(data.mergedEnd > 0) {
	if(data.ranks[i] >= data.mergedEnd) {
	return "rank: "+i +" "+"freq. rank: "+(data.ranks[i]).toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",");
	} else {
	return "rank: "+i +" "+"freq. rank: "+data.ranks[i].toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",") + " (merged vocab)";
	}
	} else {
	return "rank: "+i +" "+"freq. rank: "+data.ranks[i].toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",");
	}
	})
	.append("text")
	.attr("text-anchor", "top")
	.attr("font-size", 12)
	.text(function(d) { return d; });

	var zoomListener = d3.behavior.zoom()
	.scaleExtent([0.1, 10])
	.center([0,0])
	.on("zoom", zoomHandler);
	zoomListener(svg);
	}

	var tx=0, ty=0;
	var ss=1;
	var iter_id=-1;

	function zoomHandler() {
	tx = d3.event.translate[0];
	ty = d3.event.translate[1];
	ss = d3.event.scale;
	updateEmbedding();
	}

	var stepnum = 0;

	function stopStep() {
	clearInterval(iter_id);
	text = svg.selectAll("text");

	// jitter function needs different data and co-ordinate representation
	labels = d3.range(data.words.length).map(function(i) {
	var x = (T.Y[i][0]20ss + tx) + mapWidth/2;
	var y = (T.Y[i][1]20ss + ty) + mapHeight/2;
	anchor_array.push({x: x, y: y, r: jitterRadius});
	return {
	x: x,
	y: y,
	name: data.words[i]
	};
	});

	// get the actual label bounding boxes for the jitter function
	var index = 0;
	text.each(function() {
	labels[index].width = this.getBBox().width;
	labels[index].height = this.getBBox().height;
	index += 1;
	});


	// setTimeout(updateEmbedding, 1);
	// setTimeout(
	labeler = d3.labeler()
	.label(labels)
	.anchor(anchor_array)
	.width(mapWidth)
	.height(mapHeight)
	.update(applyJitter);
	// .start(1000);

	iter_id = setInterval(jitterStep, 1);
	}

	var jitter_i=0;

	function jitterStep() {
	if(jitter_i++ > 100) {
	clearInterval(iter_id);
	} else {
	labeler.start2(10);
	applyJitter();
	}
	}

	var last_cost=1000;

	function step() {
	var i = T.iter;

	if(i > <%= $no_iterations %>) {
	stopStep();
	} else {
	var cost = Math.round(T.step() * 100000) / 100000; // do a few steps
	$("#cost").html("tsne iteration " + i + ", cost: " + cost.toFixed(5));
	if(i % 250 == 0 && cost >= last_cost) {
	stopStep();
	} else {
	last_cost = cost;
	updateEmbedding();
	}
	}
	}

	function showMap(j) {
	data=j;
	T.iter=0;
	T.initDataRaw(data.vecs); // init embedding
	drawEmbedding(); // draw initial embedding

	if(iter_id >= 0) {
	clearInterval(iter_id);
	}
	//T.debugGrad();
	iter_id = setInterval(step, 1);
	if(true) { // (<%= $show_som %>) {
	makeSOM(j, <%= $no_iterations %>);
	}
	}
	var queryword;

	function onload() {
	queryword = document.getElementById('word');
	}

	function queryKorAP() {
	window.open('http://korap.ids-mannheim.de/kalamar/?q='+queryword.value, 'KorAP');
	}

	function queryKorAPCII(query) {
	window.open('http://korap.ids-mannheim.de/kalamar/?ql=cosmas2&q='+query, 'KorAP');
	}
	</script>
	</head>
	<body onload="onload()">
	<div id="header">
	<div id="pagetitle">
	<h1>DeReKo-Vectors</h1>
	</div>
	<div id="options" class="widget">
	<form id="queryform">
	<input id="word" type="text" name="word" placeholder="Word(s) to be searched" value="<%= $word %>"
	title="When looking for multiple words use spaces as separators to search around the average vector and \| as separator to get the neighbours for each word."/>
	<input id="SEARCH" type="button" value="SEARCH">
	<input type="button" id="showoptions" name="showoptions" value="Options" />
	</form>
	<div id="dropdownoptions" style="display: hidden">
	<form id="optionsform">
	<div class="controlgroup-vertical">
	<label for="cutoff">cut-off</label>
	<input id="cutoff" type="text" name="cutoff" size="10" value="<%= $cutoff %>" title="Only consider the most frequent x word forms.">
	<label for="dedupe">dedupe</label>
	<input id="dedupe" type="checkbox" name="dedupe" value="1" <%= ($dedupe ? "checked" : "") %> title="radically filter out any near-duplicates">
	% if($mergedEnd > 0) {
	<label for="sbf">backw.</label>
	<input id="sbf" type="checkbox" name="sbf" value="1" <%= ($searchBaseVocabFirst ? "checked" : "") %> title="If checkecked base vocabulary will be searched first. Otherwise merged vocabulray will be searched first.">
	% }
	<label for="neighbours">max. neighbours:</label>
	<input id="neighbours" size="4" name="n" value="<%= $no_nbs %>">
	<label for="no_iterations">max. iterations</label>
	<input id="no_iterations" name="N" size="4" value="<%= $no_iterations %>">
	<!-- <label for="dosom">SOM</label>
	<input id="dosom" type="checkbox" name="som" value="1" <%= ($show_som ? "checked" : "") %>> -->
	% if($collocators) {
	<label for="sortby">window/sort</label>
	<select id="sortby" name="sort">
	<option value="0" <%= ($sort!=1 && $sort!=2? "selected":"") %>>auto focus</option>
	<!-- <option value="1" <%= ($sort==1? "selected":"") %>>any single position</option>
	<option value="2" <%= ($sort==2? "selected":"") %>>whole window</option> -->
	</select>
	% }
	<input type="button" value="→ KorAP" onclick="queryKorAP();" title="query word with KorAP"/>
	</div>
	</form>
	</div>
	</div>
	</div>
	<div id="topwrapper">
	<div id="tabs">
	<ul>
	<li><a href="#tabs-1">Semantics (TSNE-map)</a></li>
	<li><a href="#tabs-2">Semantics (SOM)</a></li>
	<li><a href="#tabs-3">Syntagmatic (collocators)</a></li>
	</ul>
	<div id="tabs-1">
	% if($lists && (@$lists) > 0 && (@$lists)[0]) {
	<div id="wrapper">
	<div id="first" style="width:220px">
	<table class="display compact nowrap" id="firsttable">
	<thead>
	<tr>
	<th align="right">#</th><th align="right">cos</th><th align="left">paradigmatic</th>
	</tr>
	</thead>
	<tbody>
	% my $j=0; my @words; my @vecs; my @ranks; my @marked;
	% for my $list (@$lists) {
	% my $i=0; while($list) {
	% my $item = (@$list)[$i];
	% my $c = ($collocators? (@$collocators)[$i] : 0);
	% last if(!$c && !$item);
	<tr>
	<td align="right">
	<%= ++$i %>.
	</td>
	% if($item) {
	% if(!grep{$_ eq $item->{word}} @words) {
	% push @vecs, $item->{vector};
	% push @words, $item->{word};
	% push @ranks, $item->{rank};
	% push @marked, ($marked->{$item->{word}}? 1 : 0);
	% }
	<td align="right">
	<%= sprintf("%.3f", $item->{dist}) %>
	</td>
	<td>
	% my $class = ($marked->{$item->{word}}? "marked " : "");
	% my $r = $item->{rank};
	% if($r < $mergedEnd) {
	% $class .= "merged";
	% $r .= " (merged vocab)";
	% } elsif($mergedEnd!=0 && $r > $mergedEnd) {
	% $r -= $mergedEnd;
	% }
	<a class="<%= $class =%>"
	title="freq. rank: <%= $r =%>"
	href="<%= url_with->query([word => $item->{word}]) =%>">
	<%= $item->{word} =%>
	</a>
	</td>
	% } else {
	<td colspan="2"/>
	% }
	</tr>
	% last if($i >= 100);
	% }
	% }
	</tbody>
	</table>
	</div>
	<script>
	% use Mojo::ByteStream 'b';
	% my $urlprefix = url_with->query([word=>'']);
	$(window).load(function() {
	showMap(<%= b(Mojo::JSON::to_json({target => " $word ", mergedEnd=> $mergedEnd, words => \@words, vecs => \@vecs, ranks => \@ranks, marked => \@marked, urlprefix => $urlprefix})); %>);
	});
	</script>
	% } else {
	<div id="wrapper">
	<p>
	ERROR: "<%= $word %>" not found in vocabluary.
	</p>
	</div>
	% }
	<div id="second">
	<div id="embed">
	</div>
	<div id="cost">
	</div>
	</div>
	</div>
	</div>
	<div id="tabs-2">
	<div id="som2" style="width: 800; height: 800px">
	</div>
	<div id="sominfo1"><span id="somcolor1"> </span> <span id="somword1"> </span> <span id="somcolor2"> </span> <span id="somword2"> </span> <span id="somcolor3"> </span></div>
	<div id="sominfo">SOM iteration <span id="iterations">0</span></div>
	</div>
	<div id="tabs-3">
	<div id="second" style="width:500px">
	<table class="display compact nowrap" id="secondtable">
	<thead>
	<tr>
	% if($collocators) {
	<th>#</th>
	<th align="center" title="The columns (c) around the target are considered for summation are marked with *.">w'</th>
	<th align="right" title="Raw (max.) activation of the collocator in the output layers.">max(a)</th>
	<th title="Co-normalized raw activation sum of the collocator in the selected columns." align="right">⊥Σa</th>
	<th title="Sum of activations over the selected colunns normalized by the total activation sum of the selected columns." align="right">Σa/Σc</th>
	<th title="Sum of the column normalized activations over the selected colunns." align="right">Σ(a/c)</th>
	<th title="Sum of the activations over the whole window normalized by the total window sum (no auto-focus)." align="right">Σa/Σw</th>
	<th align="left">collocator</th>
	% }
	</tr>
	</thead>
	<tbody>
	<tr>
	<td align="right">
	</td>
	<td align="right">
	</td>
	<td align="right">
	</td>
	<td align="right">
	</td>
	<td align="right">
	</td>
	<td align="right">
	</td>
	<td align="right">
	</td>
	<td align="left">
	</td>
	</tr>
	</tbody>
	</table>
	</div> <!-- - tab2 -->
	</div> <!-- tabs -->
	</div>
	</div> <!-- topwrapper -->
	<div style="clear: both;"></div>
	</div>
	% if($training_args) {
	<p>
	Word vector model trained with <a href="https://code.google.com/p/word2vec/">word2vec</a> using the following parameters: <pre><%= $training_args %></pre>
	</p>
	% }
	</body>
	</html>