Add entry to select between normal and tweaked Link Force
- Tweaked link force should initialize and perform the calculation a tiny bit faster (maybe insignificant)
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@@ -209,8 +209,8 @@
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<input type="range" min="1" max="100" value="10" step="1" oninput="d3.select('#distanceRangeSliderOutput').text(value); SELECTED_DISTANCE=value;">
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</label>
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</div>
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<input class="noParameters" type="radio" name="algorithm" onclick="d3.select('#startSimulation').on('click', startLinkSimulation)">Link
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force in D3<br>
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<input class="noParameters" type="radio" name="algorithm" onclick="d3.select('#startSimulation').on('click', startLinkSimulation); tweakedVerOfLink=false;">Link force in D3<br>
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<input class="noParameters" type="radio" name="algorithm" onclick="d3.select('#startSimulation').on('click', startLinkSimulation); tweakedVerOfLink=true; ">Link force (tweaked)<br>
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<input class="noParameters" type="radio" name="algorithm" onclick="d3.select('#startSimulation').on('click', startBarnesHutSimulation)">Barnes-Hut<br>
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<input id="tSNEButton" type="radio" name="algorithm" onclick="d3.select('#startSimulation').on('click', starttSNE)">t-SNE<br>
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<div id="tSNEParameters" class="parameters" style="display:none">
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@@ -42,7 +42,8 @@ var nodes, // as in Data points
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selectedData,
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clickedIndex = -1,
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paused = false,
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alreadyRanIterations;
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alreadyRanIterations,
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tweakedVerOfLink;
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// Default parameters
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var MULTIPLIER = 50,
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@@ -32,13 +32,14 @@ function startLinkSimulation() {
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* The full pre-calculation will then occur once when the force is being
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* initialized by the simulation.
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*/
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simulation.force(forceName,
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d3.forceLinkOptimized()
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.distance(function (n) {
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let force = tweakedVerOfLink ? d3.forceLinkTweaked() : d3.forceLink();
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force.distance(function (n) {
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return distanceFunction(n.source, n.target, props, norm);
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})
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.links(links)
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).alphaDecay(0)
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.links(links);
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simulation.force(forceName,force)
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.alphaDecay(0)
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//.velocityDecay(0.8)
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.alpha(1)
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.restart();
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2
index.js
2
index.js
@@ -13,7 +13,7 @@ export { default as forceBarnesHut}
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export { default as tSNE}
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from "./src/t-sne";
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export { default as forceLinkOptimized}
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export { default as forceLinkTweaked}
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from "./src/link";
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export { default as hybridSimulation}
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10
src/link.js
10
src/link.js
@@ -4,10 +4,12 @@ import jiggle from "./jiggle";
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/**
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* Modified link force algorithm
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* - ignore alpha
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* - removed location prediction, and bias
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* - removed bias
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* - modified strength calculation
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* - removed other unused functions
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* Making it more suitable for the spring model.
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* This should initialize and perform calculation a bit faster, and also
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* use a bit less memory
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*/
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export default function(links) {
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@@ -26,8 +28,8 @@ export default function(links) {
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// jiggle so it wont divide / multiply by zero after this
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source = link.source;
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target = link.target;
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x = target.x - source.x || jiggle();
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y = target.y - source.y || jiggle();
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x = target.x + target.vx - source.x - source.vx || jiggle();
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y = target.y + target.vy - source.y - source.vy || jiggle();
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l = Math.sqrt(x * x + y * y);
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l = (l - distances[i]) / l * dataSizeFactor;
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x *= l, y *= l;
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@@ -41,13 +43,11 @@ export default function(links) {
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function initialize() {
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if (!nodes) return;
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console.log("CUSTOM LINK FORCE");
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dataSizeFactor = 0.5/(nodes.length-1);
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initializeDistance();
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}
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function initializeDistance() {
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console.log("INIT DISTANCE", links.length);
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if (!nodes) return;
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for (var i = 0, n = links.length; i < n; ++i) {
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