sakuya/node_modules/neataptic/docs/js/articles/target-seekingai/graph.js
2022-04-10 00:37:53 +08:00

159 lines
5.2 KiB
JavaScript

var colorTable = [
'#2124FF', // input
'#FF2718', // output
'#1F22C1', // logistic sigmoid
'#EE8A2A', // tanh
'#B17516', // identity
'#B1B0AA', // hlim
'#2CB11F', // relu
'#C5B12C', // softsign
'#E685E7', // sinusoid
'#257580', // gaussian
'#B0484B', // softplus
'#4CB148', // bent_identity
'#000000' // GATE
];
var NODE_RADIUS = 7;
var REPEL_FORCE = 10;
var LINK_DISTANCE = 100;
var drawGraph = function(graph, panel, activation) {
var d3cola = cola.d3adaptor()
.avoidOverlaps(true)
.size([$('.best').width(), $('.best').height()]);
var svg = d3.select(panel);
d3.selectAll(panel + "> *").remove();
// define arrow markers for graph links
svg.append('svg:defs').append('svg:marker')
.attr('id', 'end-arrow')
.attr('viewBox', '0 -5 10 10')
.attr('refX', 6)
.attr('markerWidth', 5)
.attr('markerHeight', 5)
.attr('orient', 'auto')
.append('svg:path')
.attr('d', 'M0,-5L10,0L0,5')
.attr('fill', '#000');
graph.nodes.forEach(function (v) { v.height = v.width = 2 * NODE_RADIUS; });
d3cola
.nodes(graph.nodes)
.links(graph.links)
.symmetricDiffLinkLengths(REPEL_FORCE)
.linkDistance(LINK_DISTANCE)
.start(10, 15, 20);
var path = svg.selectAll(".link")
.data(graph.links)
.enter().append('svg:path')
.attr('class', 'link')
.style("stroke-width", function (d) {
if(activation){
return 1.5;
} else {
return 1.5 + Math.sqrt(d.weight * 5);
}
})
.style("stroke", function (d) {
if(activation){
return activationColor(d.source.activation * d.weight, graph.main.maxActivation * graph.main.maxWeight);
} else if(d.gate){
if(d.source.activation){
return activationColor(d.source.activation, graph.main.maxActivation);
} else{
return 'rgb(255,0,0)';
}
}
});
var node = svg.selectAll(".node")
.data(graph.nodes)
.enter().append("circle")
.attr("class", "node")
.attr("r", function(d) { return NODE_RADIUS; })
.style("fill", function (d) {
if(activation){
return activationColor(d.activation, graph.main.maxActivation);
} else {
return colorTable[d.type];
}
})
.call(d3cola.drag);
node.append("title")
.text(function (d) { return d.id; });
var label = svg.selectAll(".label")
.data(graph.nodes)
.enter().append("text")
.attr("class", "label")
.text(function (d) { return '(' + d.index + ') ' + d.name; })
.call(d3cola.drag)
d3cola.on("tick", function () {
// draw directed edges with proper padding from node centers
path.attr('d', function (d) {
var deltaX = d.target.x - d.source.x,
deltaY = d.target.y - d.source.y,
dist = Math.sqrt(deltaX * deltaX + deltaY * deltaY),
normX = deltaX / dist,
normY = deltaY / dist;
if(isNaN(normX)) normX = 0;
if(isNaN(normY)) normY = 0;
sourcePadding = NODE_RADIUS,
targetPadding = NODE_RADIUS + 2,
sourceX = d.source.x + (sourcePadding * normX),
sourceY = d.source.y + (sourcePadding * normY),
targetX = d.target.x - (targetPadding * normX),
targetY = d.target.y - (targetPadding * normY);
// Defaults for normal edge.
drx = 0,
dry = 0,
xRotation = 0, // degrees
largeArc = 0, // 1 or 0
sweep = 1; // 1 or 0
// Self edge.
if (d.source.x === d.target.x && d.source.y === d.target.y) {
drx = dist;
dry = dist;
// Fiddle with this angle to get loop oriented.
xRotation = -45;
// Needs to be 1.
largeArc = 1;
// Change sweep to change orientation of loop.
//sweep = 0;
// Make drx and dry different to get an ellipse
// instead of a circle.
drx = 20;
dry = 20;
// For whatever reason the arc collapses to a point if the beginning
// and ending points of the arc are the same, so kludge it.
targetX = targetX + 1;
targetY = targetY + 1;
}
return 'M' + sourceX + ',' + sourceY + "A" + drx + "," + dry + " " + xRotation + "," + largeArc + "," + sweep + " " + targetX + ',' + targetY;
});
node.attr("cx", function (d) { return d.x; })
.attr("cy", function (d) { return d.y; })
label
.attr("x", function (d) { return d.x + 10; })
.attr("y", function (d) { return d.y - 10; });
});
};