<html> <head> <!-- Ignore Favicon -> Solved the warning in console of the browser. --> <link rel="icon" href="data:;base64,iVBORw0KGgo="> <!-- Three.js and Lodash libraries--> <script src='./modules/three.js-r101/three.js'></script> <script src='./modules/lodash/lodash.js'></script> <!-- Importing D3 minified versions v3 and v5. --> <script src='./modules/d3v3/d3.min.js'></script> <script src='./modules/d3/d3.min.js'></script> <!-- Importing additional modules such as PCP, annotator, tip, legend, lasso, papaParse, and Jquery. --> <script src='./modules/d3-annotations/d3-annotator.js'></script> <script src="./modules/d3-tip/tip.js"></script> <script src="./modules/d3-legend/d3-legend.min.js"></script> <script src="./modules/d3-lasso/lasso.js"></script> <script src="./modules/plotly/plotly_min.js"></script> <script src="./modules/pcp/d3v3.parcoords.js"></script> <script src="./modules/papa/papaparse.min.js"></script> <script src="./modules/jquery/jquery.min.js"></script> <!-- Basic scripts that we execute. --> <script src="./js/tsne.js"></script> <script src="./js/data_form_handler.js"></script> <script src="./modules/pca/pca.js"></script> <!-- CSS - Styling --> <link rel="stylesheet" href="./css/style.css"/> <link rel="stylesheet" href="./css/bootstrap.min.css"/> <link rel="stylesheet" type="text/css" href="./css/d3.parcoords.css"> <link rel="stylesheet" href="./css/reset.css"> <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.8.0/css/all.css" integrity="sha384-Mmxa0mLqhmOeaE8vgOSbKacftZcsNYDjQzuCOm6D02luYSzBG8vpaOykv9lFQ51Y" crossorigin="anonymous"> <!-- Bootstrap --> <script src="./modules/bootstrap/bootstrap.min.js"></script> </head> <body> <div class="container-fluid"> <div class="row"> <div class="col-md-3"> <div class="panel panel-default" id="left-side-param"> <div class="panel-heading"> <h2 class="panel-title" style="display:inline-block">t-SNE Parameters</h2><div id="cost" style="display:inline-block; float:right"></div> </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="diabetes.csv" selected>Pima Indian Diabetes</option> <option value="breast-cancer-wisconsin.csv">Breast Cancer Wisconsin</option> <option value="iris.csv">Iris</option> <option value="winequality-red.csv">Red Wine - Quality</option> <option value="empty">Upload New File</option> </select> <button type="button" class="button" id="FactRes" onclick="FactoryReset()">Factory reset</button> </div> <div class="param"> <label for="param-perplexity">Perplexity</label> <input id="param-perplexity" type="range" min="5" 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="150" value="10", step="1"> <output for="param-learningrate" id="param-learningrate-value">10</output> </div> <div class="param"> <div class="row"> <div class="col-md-3"> <label for="param-maxiter" style="padding: 25px 0 0 8px">Max iterations</label> </div> <div class="col-md-4" style="padding: 25px 0 0 0px"> <input id="param-maxiter" type="range" min="10" max="1000" value="500", step="10" > </div> <div class="col-md-1"> <output for="param-maxiter" id="param-maxiter-value" style="padding: 25px 0 0 0" >500</output> </div> <div class="col-md-4"> <div id="hider2"></div> <div id="PlotCost"></div> </div> </div> </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> <input id="file-input" type="file" name="name" style="display: none;" /> <button type="button" class="button" onclick='loadAnalysis();' style="padding:0 12px 0 12px">Load execut.</button> </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> <button type="button" class="button" onclick="SaveAnalysis()" style="padding:0 10px 0 10px">Store execut.</button> </div> <div class="row"> <div class="col-md-8"> <p><div id="run-button"><button id="ExecuteBut" class="btn btn-primary btn-block" onclick="getData();" value="Execute new t-SNE analysis" style="margin-top: 4px"><i class="fas fa-running fa-lg" style="margin-right: 10px"></i>Execute new t-SNE analysis</button></div></p> </div> <div class="col-md-4" style="margin-top: 10px"> <label> <input id="downloadDists" checked type="checkbox"> Distances cached on "Store execution" </label> </div> </div> </div> </div> </div> </div> <div class="col-md-6"> <svg id="SvgAnnotator"></svg> <svg id="modtSNEcanvas_svg"></svg> <svg id="modtSNEcanvas_svg_Schema"></svg> <div id="modtSNEDiv"> <canvas id = "modtSNEcanvas" ></canvas> </div> </div> <div class="col-md-2" style="width: 24.999999995%"> <div class="panel panel-default"> <div class="panel-heading"> <h2 class="panel-title">Interaction Modes</h2> </div> <div class="panel-body"> <div id="resetAllFilters" style="margin-bottom: 20px"> <button class="btn btn-info active" onclick="setLayerProj();" style="margin-left: -1px !important" ><i class="fas fa-mouse-pointer fa-lg" ></i>t-SNE Points Exploration</button> <button class="btn btn-info" onclick="setLayerComp();" style="margin-left: -1.4px"><i class="far fa-object-group fa-lg" ></i>Group Selection</button> <button class="btn btn-info" onclick="setLayerSche();" style="margin-left: -2px !important"><i class="fas fa-draw-polygon fa-lg" ></i>Dimension Correlation</button> </div> <button class="btn btn-info" onclick="setReset();" style="margin-left: 225px"><i class="fas fa-trash-alt fa-lg" style="margin-right: 10px"></i>Reset Filters</button> </div> </div> </div> </div> <div class="row"> <div class="col-md-3" style="margin-top:-4px"> <div class="panel panel-default" style="padding-bottom: 35px;"> <div class="panel-heading"> <h2 class="panel-title" style="display:inline-block">t-SNE Overview</h2><div id="datasetDetails"style="display:inline-block; float:right"></div> </div> <div class="row"> <div class="panel-body"> <div class="col-md-6"> <div id="overviewRect"></div> </div> <div class="col-md-6"> <div style="display:block" id="CategoryName"></div> <div class="legend" id = "legend2"></div> </div> </div> </div> </div> </div> <div class="col-md-3 col-md-offset-6"> <div class="panel panel-default" style="margin-top: -195px"> <div class="panel-heading"> <h2 class="panel-title">Visual Mapping</h2> </div> <div class="row"> <div class="panel-body"> <div class="col-md-12"> <div class="row"> <div class="col-md-8"> <div class="param" style="padding: 5px 0 5px 0"> <label for="male"></label>Density</label> <select id="param-neighborHood" name ="param-neighborHood" onchange="setReInitialize(true);" style="display:inline-block;margin-left: 60px"> <option selected="selected" value="color" >Color-encoding</option> <option value="size">Size-encoding</option> </select> </div> <div class="param" style="padding: 10px 0 10px 0" > <output for="param-neighborHood" id="param-neighborHood-value " ></output> <label for="male">Remaining cost</label> <label id="selectionLabel" style="margin-top:4px; margin-left: 15px">Size-encoding</label> </div> <div class="param"> <div class="row" style="margin-top: 30px"> <div class="col-md-6"> <label for="param-corr">Correlation threshold</label> </div> <div class="col-md-5"> <input id="param-corr" type="range" min="0" max="750" value="150", step="25" onchange="CalculateCorrel(true);" style="margin-left: -20px;"> </div> <div class="col-md-1"> <output for="param-corr" id="param-corr-value" style="margin-left: -20px;">150</output> </div> </div> </div> <div class="param"> <div class="row" style="margin-top: 30px"> <div class="col-md-6"> <label for="param-lim" >Points radius scaling</label> </div> <div class="col-md-5"> <input id="param-lim" type="range" min="1" max="4" value="3", step="0.5" onchange="setReInitialize(false);" style="margin-left: -20px;"> </div> <div class="col-md-1"> <output for="param-lim" id="param-lim-value" style="margin-left: -20px;">3</output> </div> </div> </div> </div> <div class="col-md-2"> <svg id="legend1" style = "margin-left: -25px"></svg> </div> <div class="col-md-2"> <svg id="legend4" style = "margin-left: -45px"></svg> </div> </div> <div class="annotationAllClass" style="margin-top: 30px"> <label style="padding-bottom: 0px"> <input id="controls" type="checkbox" style="margin-top: 18px"> Hide annotations' controllers</input> <button class="btn btn-default" onclick="BringBackAnnotations();" style="display:inline-block; float:right; margin-left:178px"><i class="fas fa-eye fa-lg" style="margin-right: 10px"></i>Reveal annotations</button> </label> <div id="param-correlation"> Annotation: <textarea type="text" id="comment" name="textforAnnotator" placeholder="Please, provide your comment."></textarea> </div> <div id="commBtn"> <div class="param" style="margin-top:10px"> <div id="toggleAnnotator" style= "margin-left: -120px"><button class="btn btn-default" onclick="setAnnotator();" style="display:inline-block; float:left; margin-left: 120px" ><i class="fas fa-comment fa-lg" style="margin-right: 10px"></i>Add annotation</button></div> <div id="continue"></div><button class="btn btn-default active" onclick="setContinue();" style="display:inline-block; float:middle; margin-left: 6px"><i class="fas fa-chart-line fa-lg" style="margin-right: 10px"></i>Continue the analysis</button></div> <button class="btn btn-default" onclick="deleteAnnotations();" style="display:inline-block; float:right; margin-top: -45px" ><i class="fas fa-comment-slash fa-lg" style="margin-right: 10px"></i>Delete annotations</button> </div> </div> </div> </div> </div> </div> </div> </div> <div class="row"> <div class="col-md-3" style="margin-top:-4px"> <div class="panel panel-default" style="padding-bottom : 60px"> <div class="panel-heading"> <h2 class="panel-title">Shepard Heatmap</h2> </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="legend3"></svg> </div> </div> </div> </div> </div> <div class="col-md-3 col-md-offset-6"> <div class="panel panel-default right-side-cor"> <div class="panel-heading"> <h2 class="panel-title" style="display:inline-block">Dimension Correlation</h2><div class="param" style="display:inline-block; margin-top:-5px; float:right"><label for="param-corlim" style="display:inline-block; float: right">Min. Visible Correlation: #<output for="param-corlim" id="param-corlim-value" style="display:inline-block; float:right">0.0</output></label> <input id="param-corlim" type="range" min="0" max="1" value="0.0", step="0.1" style="display:inline-block; float:right" onchange="CalculateCorrel(true);"> </div> </div> <div class="panel-body"> <svg id="correlation"></svg> </div> </div> </div> </div> <div class="row"> <div class="col-md-3"> <div class="col-md-3" id="extra-information" style="width: 24.8vw"> <div class="panel panel-default right-side-hist"> <div class="panel-heading"> <h2 class="panel-title" style="display:inline-block;">Density and Remaining Cost Distributions</h2> <div class="col-md-7"></div> <div class="col-md-5"> <div class="param" style="display:inline-block; float:right; margin-top:-21.5px; margin-right: -18px"> <label for="param-costlim" style="display:inline-block; float: right">Min. Visible Cost Rate: #<output for="param-costlim" id="param-costlim-value" style="display:inline-block; float:right">1</output></label> <input id="param-costlim" type="range" min="0.1" max="1" value="1", step="0.1" style="display:inline-block; float:right" onchange="setReInitialize(false);"> </div> </div> </div> <div class="panel-body"> <div id="costHist"></div> </div> </div> </div> </div> <div class = col-md-6> <div class="panel panel-default med-bottom"> <div class="panel-heading"> <h2 class="panel-title" style="display:inline-block">Neighborhood Preservation</h2><div id="knnBarChartDetails"style="display:inline-block; float:right"></div> </div> <div class="panel-body"> <div id="hider"></div> <div id="knnBarChart"></div> </div> </div> </div> <div class="col-md-3"> <div class="panel panel-default right-side-PCP"> <div class="panel-heading"> <h2 class="panel-title">Adaptive Parallel Coordinates Plot</h2> </div> <div class="panel-body"> <div id="PCP" class="parcoords"></div> </div> </div> </div> </div> </div> <script> $("#cost").html('(Unknown Iteration and Cost Values)'); $("#datasetDetails").html('(Unknown Number of Dimensions and Instances)'); $("#CategoryName").html('No Classification'); $("#knnBarChartDetails").html('(Number of Selected Points: 0/0)'); /* This script is used in order to give functionalities to the different buttons provide through the front-end. */ $('#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-corlim').bind('input', function () { $('#param-corlim-value').text($('#param-corlim').val()); }); $('#param-costlim').bind('input', function () { $('#param-costlim-value').text($('#param-costlim').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()); }); // Get the container element var btnContainer = document.getElementById("commBtn"); //Add a new comment button // Get all buttons with class="btn" inside the container var btns = btnContainer.getElementsByClassName("btn"); for (var i = 0; i < btns.length; i++) { btns[i].addEventListener("click", function() { let current = document.getElementById("commBtn").getElementsByClassName("active"); current[0].className = current[0].className.replace("btn btn-default active", "btn btn-default"); this.className += " active"; }); } // Get the container element var btnContainer2 = document.getElementById("resetAllFilters"); //resetAllFilters button // Get all buttons with class="btn" inside the container var btns2 = btnContainer2.getElementsByClassName("btn"); for (var i = 0; i < btns2.length; i++) { btns2[i].addEventListener("click", function() { let current = document.getElementsByClassName("active"); current[0].className = current[0].className.replace("btn btn-info active", "btn btn-info"); this.className += " active"; }); } </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("#legend3"); //svgLegend.selectAll("*").remove(); // Clear the SheapHeardmap before refreshing //var svg = d3.select("#sheparheat"); //svg.selectAll("*").remove(); // Call the ShepardHeatmap again to be redrawn //ShepardHeatMap(); MainVisual(); } } /* 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"); var i; for (i = 0; i < dropdowns.length; i++) { var openDropdown = dropdowns[i]; if (openDropdown.classList.contains('show')) { openDropdown.classList.remove('show'); } } } } </script> <!-- Load the core visualization script. --> <script src="./js/tsne_vis.js"></script> </body> </html>