t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections https://doi.org/10.1109/TVCG.2020.2986996
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t-viSNE/index.html

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5 years ago
<html>
<head>
<!-- Ignore Favicon -> Solved the warning... -->
<link rel="icon" href="data:;base64,iVBORw0KGgo=">
<!-- Importing D3 module -->
<script src='./modules/d3v3/d3.min.js'></script>
<script src='./modules/d3/d3.min.js'></script>
<script src='./modules/d3-star/d3-starPlot.js'></script>
<script src='./modules/d3-annotations/d3-annotator.js'></script>
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<script src="./modules/d3-tip/tip.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3-legend/2.13.0/d3-legend.js"></script>
<script src="./modules/savage.toggle-switch.js" type="text/javascript"></script>
<script src="./modules/papa/papaparse.min.js"></script>
<script src="./modules/jquery/jquery.min.js"></script>
<!-- Basic scripts -->
<script src="./js/tsne.js"></script>
<script src="./js/checkbox.js"></script>
<script src="./js/data_form_handler.js"></script>
<script src="./lasso.js"></script>
<!-- CSS -->
<link rel="stylesheet" href="./css/style.css"/>
<link rel="stylesheet" href="./css/bootstrap.min.css"/>
<link rel="stylesheet" href="./css/dc.css"/>
<!-- Bootstrap -->
<script src="./modules/bootstrap.min.js"></script>
</head>
<body>
<div class="container-fluid">
<div class="row">
<div class="col-md-3">
<div class="panel panel-default">
<div class="panel-heading">
<h3 class="panel-title">t-SNE Overview</h3>
</div>
<div class="row">
<div class="panel-body">
<div class="col-md-6">
<canvas id = "tSNEcanvas"></canvas>
</div>
<div class="col-md-2">
<div class="legend" id = "legend3"></div>
</div>
</div>
</div>
<div id="control-panel">
<div class="param">
<label for="param-lim">Points radius scaling factor</label>
<input id="param-lim" type="range" min="0.25" max="4" value="2", step="0.25">
<output for="param-lim" id="param-lim-value">2</output>
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</div>
</div>
</div>
</div>
<div class="col-md-6">
<svg id="SvgAnnotator"></svg>
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<svg id="modtSNEcanvas_svg"></svg>
<canvas id = "modtSNEcanvas" ></canvas>
</div>
<div class="col-md-1">
<svg id="legend1"></svg>
</div>
<div class="col-md-2">
<div id="ThumbNailsList">
<label for="male">Neighborhood Preservation</label>
<select id="param-neighborHood" name ="param-neighborHood">
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<option selected="selected" value="color">Color</option>
<option value="size">Size</option>
</select>
<output for="param-neighborHood" id="param-neighborHood-value"></output>
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<label for="male">Final Cost (Kullback-Leibler)</label>
<label>Vice versa</label>
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<div id="param-correlation">
<div class="param">
<label for="param-corr">Correlation threshold</label>
<input id="param-corr" type="range" min="0" max="750" value="150", step="50">
<output for="param-corr" id="param-corr-value">150</output>
</div>
Type the text of the form: <textarea type="text" id="comment" name="textforAnnotator">Please, provide your comment.</textarea>
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</div>
<p><div id="toggleAnnotator"><button class="btn btn-primary btn-block" onclick="setAnnotator();">Add a new comment</button></div></p>
<p><div id="continue"><button class="btn btn-primary btn-block" onclick="setContinue();">Continue with the analysis</button></div></p>
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</div>
</div>
</div>
<div class="row">
<div class="col-md-3">
<div class="panel panel-default">
<div class="panel-heading">
<h3 class="panel-title">Shepard Heatmap</h3>
</div>
<div class="panel-body">
<div class="row">
<div class="col-md-6">
<svg id="sheparheat"></svg>
</div>
<div class="col-md-2">
<svg id="legend4"></svg>
</div>
</div>
</div>
</div>
</div>
<div class="col-md-3 col-md-offset-6">
<svg id="correlation"></svg>
</div>
</div>
<div class="row">
<div class="col-md-3">
<div class="panel panel-default">
<div class="panel-heading">
<h3 class="panel-title">t-SNE Parameters</h3>
</div>
<div class="panel-body">
<div id="control-panel" data-sr="enter left over 8s">
<div class="param">
<label id="data" for="param-dataset">Data sets</label>
<select id="param-dataset" name="param-dataset" onChange="changeDataset(this.value);">
<option value="winequality-red.csv">Red Wine - Quality</option>
<option value="iris.csv" selected>Iris</option>
<option value="mnist.csv" >Mnist</option>
<option value="Frogs_MFCCs_s.csv" >Frogs</option>
<option value="empty">Add New File</option>
</select>
</div>
<div class="param">
<label for="param-perplexity">Perplexity</label>
<input id="param-perplexity" type="range" min="2" max="100" value="30", step="1">
<output for="param-perplexity" id="param-perplexity-value">30</output>
</div>
<div class="param">
<label for="param-learningrate">Learning rate</label>
<input id="param-learningrate" type="range" min="1" max="300" value="10", step="1">
<output for="param-learningrate" id="param-learningrate-value">10</output>
</div>
<div class="param">
<label for="param-maxiter">Max iterations</label>
<input id="param-maxiter" type="range" min="10" max="1000" value="10", step="10">
<output for="param-maxiter" id="param-maxiter-value">10</output>
</div>
<div class="param">
<label for="param-distance">Distance metric</label>
<select id="param-distance" name="param-distance">
<option value="euclideanDist" selected>Euclidean distance</option>
<option value="jaccardDist">Jaccard dissimilarity</option>
</select>
<output for="param-distance" id="param-distance-value"></output>
</div>
<div class="param">
<label for="param-transform">Data transform</label>
<select id="param-transform" name="param-transform">
<option value="noTrans" selected>No transform</option>
<option value="logTrans">Log10</option>
<option value="asinhTrans">asinh</option>
<option value="binTrans">Binarize</option>
</select>
<output for="param-transform" id="param-transform-value"></output>
</div>
<p><div id="run-button"><button class="btn btn-primary btn-block" onclick="getData();">Run New tSNE</button></div></p>
</div>
</div>
</div>
</div>
<div class="col-md-3 col-md-offset-6">
<div id="starPlot"></div>
</div>
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</div>
<div class="row">
<div class="col-md-3">
<div class="panel panel-default">
<div class="panel-heading">
<h3 class="panel-title">Switch Mode</h3>
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</div>
<div class="panel-body">
<div id="cost"></div>
<div id="datasetDetails"></div>
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<div id="toggleLassoAndLine"></div>
</div>
</div>
</div>
<div class = col-md-6>
<svg id="knnBarChart"></svg>
</div>
</div>
</div>
<script>
$('#param-lim').bind('input', function () { $('#param-lim-value').text($('#param-lim').val()); });
$('#param-corr').bind('input', function () { $('#param-corr-value').text($('#param-corr').val()); });
$('#param-perplexity').bind('input', function () { $('#param-perplexity-value').text($('#param-perplexity').val()); });
$('#param-earlyexag').bind('input', function () { $('#param-earlyexag-value').text($('#param-earlyexag').val()); });
$('#param-learningrate').bind('input', function () { $('#param-learningrate-value').text($('#param-learningrate').val()); });
$('#param-maxiter').bind('input', function () { $('#param-maxiter-value').text($('#param-maxiter').val()); });
SaVaGe.ToggleSwitch({container: "#toggleLassoAndLine", onChange: function(toggler){ setToggle(toggler.getValue()); }} );
</script>
<script>
/* On resize refresh the shepardHeatmap */
window.onresize = function(event) {
if ( document.getElementById('cost').hasChildNodes() ) {
// Clear legend for the shepardHeatmap
var svgLegend = d3.select("#legend4");
svgLegend.selectAll("*").remove();
// Clear the SheapHeardmap before refreshing
var svg = d3.select("#sheparheat");
svg.selectAll("*").remove();
// Call the ShepardHeatmap again to be redrawn
ShepardHeatMap();
}
}
/* When the user clicks on the button,
toggle between hiding and showing the dropdown content */
function myFunction() {
document.getElementById("myDropdown").classList.toggle("show");
}
// Close the dropdown menu if the user clicks outside of it
window.onclick = function(event) {
if (!event.target.matches('.dropbtn')) {
var dropdowns = document.getElementsByClassName("dropdown-content");
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if (openDropdown.classList.contains('show')) {
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}
}
}
}
</script>
<!--
Load the visualization script
-->
<script src="./js/tsne_vis.js"></script>
</body>
</html>