t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
https://doi.org/10.1109/TVCG.2020.2986996
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335 lines
15 KiB
335 lines
15 KiB
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<script src="./modules/jquery/jquery.min.js"></script>
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<!-- Basic scripts that we execute. -->
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<script src="./js/tsne.js"></script>
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<script src="./js/checkbox.js"></script>
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<script src="./js/data_form_handler.js"></script>
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<script src="./lasso.js"></script>
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<!-- CSS - Styling -->
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<link rel="stylesheet" href="./css/style.css"/>
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<link rel="stylesheet" href="./css/bootstrap.min.css"/>
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<link rel="stylesheet" href="./css/dc.css"/>
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/meyer-reset/2.0/reset.min.css">
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<!-- Bootstrap -->
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<script src="./modules/bootstrap.min.js"></script>
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</head>
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<body>
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<div class="container-fluid">
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<div class="row">
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<div class="col-md-3">
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<div class="panel panel-default">
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<div class="panel-heading">
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<h3 class="panel-title">t-SNE Overview</h3>
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</div>
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<div class="row">
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<div class="panel-body">
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<div class="col-md-6">
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<canvas id = "tSNEcanvas"></canvas>
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</div>
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<div class="col-md-2">
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<div class="legend" id = "legend3"></div>
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</div>
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</div>
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</div>
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<div id="control-panel">
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<div class="param">
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<label for="param-lim">Points radius scaling factor</label>
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<input id="param-lim" type="range" min="0.25" max="4" value="2", step="0.25">
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<output for="param-lim" id="param-lim-value">2</output>
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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 class="col-md-6">
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<svg id="SvgAnnotator"></svg>
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<svg id="modtSNEcanvas_svg"></svg>
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<div id="modtSNEDiv">
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<canvas id = "modtSNEcanvas" ></canvas>
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</div>
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</div>
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<div class="col-md-1" style="width: 3.499999995%">
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<svg id="legend1"></svg>
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<div class="col-md-2" style="width: 21.499999995%">
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<div class="panel panel-default">
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<div class="panel-heading">
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<h3 class="panel-title">Select different modes</h3>
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</div>
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<div class="panel-body">
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<div id="resetAllFilters" style="margin-bottom: 40px">
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<button class="btn btn-info btn-block active" onclick="setLayerProj();">Layer: t-SNE projection</button>
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<button class="btn btn-info btn-block" onclick="setLayerComp();">Layer: kNN limiter and data features comparison</button>
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<button class="btn btn-info btn-block" onclick="setLayerSche();">Layer: Schema investigation</button>
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</div>
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<button class="btn btn-info btn-block" onclick="setReset();">Reset all filters</button>
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<label style="margin-top: 15px">
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<input id="controls" type="checkbox">
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Hide annotations' controllers
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</label>
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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 class="row">
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<div class="col-md-3">
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<div class="panel panel-default">
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<div class="panel-heading">
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<h3 class="panel-title">Shepard Heatmap</h3>
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</div>
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<div class="panel-body">
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<div class="row">
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<div class="col-md-6">
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<svg id="sheparheat"></svg>
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</div>
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<div class="col-md-2">
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<svg id="legend4"></svg>
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</div>
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<div class="col-md-3 col-md-offset-6">
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<svg id="correlation"></svg>
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<div class="row">
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<div class="col-md-3">
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<div class="panel panel-default">
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<div class="panel-heading">
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<h3 class="panel-title">t-SNE Parameters</h3>
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</div>
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<div class="panel-body">
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<div id="control-panel" data-sr="enter left over 8s">
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<div class="param">
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<label id="data" for="param-dataset">Data sets</label>
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<select id="param-dataset" name="param-dataset" onChange="changeDataset(this.value);">
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<option value="winequality-red.csv">Red Wine - Quality</option>
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<option value="iris.csv" selected>Iris</option>
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<option value="mnist.csv" >Mnist</option>
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<option value="Frogs_MFCCs_s.csv" >Frogs</option>
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<option value="empty">Add New File</option>
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</select>
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</div>
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<div class="param">
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<label for="param-perplexity">Perplexity</label>
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<input id="param-perplexity" type="range" min="2" max="100" value="30", step="1">
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<output for="param-perplexity" id="param-perplexity-value">30</output>
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</div>
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<div class="param">
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<label for="param-learningrate">Learning rate</label>
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<input id="param-learningrate" type="range" min="1" max="300" value="10", step="1">
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<output for="param-learningrate" id="param-learningrate-value">10</output>
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</div>
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<div class="param">
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<label for="param-maxiter">Max iterations</label>
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<input id="param-maxiter" type="range" min="10" max="1000" value="10", step="10">
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<output for="param-maxiter" id="param-maxiter-value">10</output>
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</div>
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<div class="param">
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<label for="param-distance">Distance metric</label>
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<select id="param-distance" name="param-distance">
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<option value="euclideanDist" selected>Euclidean distance</option>
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<option value="jaccardDist">Jaccard dissimilarity</option>
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</select>
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<output for="param-distance" id="param-distance-value"></output>
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</div>
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<div class="param">
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<label for="param-transform">Data transform</label>
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<select id="param-transform" name="param-transform">
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<option value="noTrans" selected>No transform</option>
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<option value="logTrans">Log10</option>
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<option value="asinhTrans">asinh</option>
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<option value="binTrans">Binarize</option>
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</select>
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<output for="param-transform" id="param-transform-value"></output>
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</div>
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<p><div id="run-button"><button class="btn btn-primary btn-block" onclick="getData();">Run New t-SNE</button></div></p>
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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 class="col-md-3 col-md-offset-6">
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<div id="starPlot"></div>
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</div>
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<div class="row">
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<div class="col-md-3">
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<div class="panel panel-default">
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<div class="panel-heading">
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<h3 class="panel-title">Visual Mapping Parameters</h3>
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</div>
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<div class="row">
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<div class="panel-body">
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<div class="col-md-12">
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<div id="ThumbNailsList">
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<label for="male">Neighborhood Preservation</label>
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<select id="param-neighborHood" name ="param-neighborHood">
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<option selected="selected" value="color">Color</option>
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<option value="size">Size</option>
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</select>
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<output for="param-neighborHood" id="param-neighborHood-value"></output>
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<label for="male">Final Cost (Kullback-Leibler)</label>
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<label id="selectionLabel" style="margin-top:4px">Vice versa</label>
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<div id="param-correlation">
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<div class="param">
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<label for="param-corr">Correlation threshold</label>
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<input id="param-corr" type="range" min="0" max="750" value="150", step="50">
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<output for="param-corr" id="param-corr-value">150</output>
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</div>
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Visualization annotating form: <textarea type="text" id="comment" name="textforAnnotator" style="margin-top:4px" placeholder="Please, provide your comment."></textarea>
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</div>
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<div id="commBtn">
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<div class="param" style="margin-top:4px">
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<div id="toggleAnnotator"><button class="btn btn-default btn-block" onclick="setAnnotator();">Add a new comment</button></div>
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</div>
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<div class="param" style="margin-top:4px">
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<div id="continue"><button class="btn btn-default btn-block active" onclick="setContinue();">Continue with the analysis</button></div>
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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>
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</div>
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</div>
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</div>
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<div class = col-md-6>
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<svg id="knnBarChart"></svg>
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</div>
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<div class="col-md-3" id="extra-information" style="width: 24.5999995%">
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<div class="panel panel-default">
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<div class="panel-heading">
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<h3 class="panel-title">t-SNE and data set's extra information</h3>
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</div>
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<div class="panel-body">
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<div id="cost"></div>
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<br>
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<div id="datasetDetails"></div>
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</div>
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</div>
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<div class="panel panel-default" id="kNNInfo">
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<div class="panel-heading">
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<h3 class="panel-title">kNN barchart information</h3>
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</div>
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<div class="panel-body">
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<div id="cost"></div>
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<br>
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<div id="datasetDetails"></div>
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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>
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<script>
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/* This script is used in order to give functionalities to the different buttons provide through the front-end. */
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$('#param-lim').bind('input', function () { $('#param-lim-value').text($('#param-lim').val()); });
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$('#param-corr').bind('input', function () { $('#param-corr-value').text($('#param-corr').val()); });
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$('#param-perplexity').bind('input', function () { $('#param-perplexity-value').text($('#param-perplexity').val()); });
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$('#param-earlyexag').bind('input', function () { $('#param-earlyexag-value').text($('#param-earlyexag').val()); });
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$('#param-learningrate').bind('input', function () { $('#param-learningrate-value').text($('#param-learningrate').val()); });
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$('#param-maxiter').bind('input', function () { $('#param-maxiter-value').text($('#param-maxiter').val()); });
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// Get the container element
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var btnContainer = document.getElementById("commBtn");
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// Get all buttons with class="btn" inside the container
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var btns = btnContainer.getElementsByClassName("btn");
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for (var i = 0; i < btns.length; i++) {
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btns[i].addEventListener("click", function() {
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let current = document.getElementById("commBtn").getElementsByClassName("active");
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console.log(current);
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current[0].className = current[0].className.replace("btn btn-default btn-block active", "btn btn-default btn-block");
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this.className += " active";
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});
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}
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// Get the container element
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var btnContainer2 = document.getElementById("resetAllFilters");
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// Get all buttons with class="btn" inside the container
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var btns2 = btnContainer2.getElementsByClassName("btn");
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for (var i = 0; i < btns2.length; i++) {
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btns2[i].addEventListener("click", function() {
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let current = document.getElementsByClassName("active");
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console.log(current);
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this.className += " active";
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});
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}
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</script>
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<script>
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/* On resize refresh the shepardHeatmap */
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window.onresize = function(event) {
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if ( document.getElementById('cost').hasChildNodes() ) {
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// Clear legend for the shepardHeatmap
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var svgLegend = d3.select("#legend4");
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svgLegend.selectAll("*").remove();
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// Clear the SheapHeardmap before refreshing
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var svg = d3.select("#sheparheat");
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svg.selectAll("*").remove();
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// Call the ShepardHeatmap again to be redrawn
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ShepardHeatMap();
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}
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}
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/* When the user clicks on the button,
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toggle between hiding and showing the dropdown content */
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function myFunction() {
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document.getElementById("myDropdown").classList.toggle("show");
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}
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// Close the dropdown menu if the user clicks outside of it
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}
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}
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</script>
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<!-- Load the core visualization script. -->
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<script src="./js/tsne_vis.js"></script>
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</body>
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</html>
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