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Draw a Neural Network
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<!DOCTYPE html> | |
<html> | |
<head> | |
<meta charset='UTF-8'> | |
<title>Drawing a Neural Network</title> | |
<script src='https://cdnjs.cloudflare.com/ajax/libs/d3/5.9.2/d3.min.js'></script> | |
</head> | |
<body> | |
<script> | |
// config | |
var layers = [5,2,7,4,6,3,6,2], | |
r = 20; | |
// main | |
var maxLayer = d3.max(layers), | |
dy = (r*2+10), // space between y layers | |
dx = 100; // space between x layers | |
var svg = d3.select('body').append('svg') | |
.attr('width', dx * (layers.length+1) ) | |
.attr('height', dy * maxLayer) | |
var g = svg.append('g').attr('transform', | |
'translate(' + dx + ',' + ((dy*maxLayer/2) + dy/2) + ')'); | |
var data = []; | |
for (var i=0; i<layers.length; i++) { | |
for (var j=0; j<layers[i]; j++) { | |
data.push({ | |
x: dx * i, | |
y: (j*dy) - (layers[i]*dy/2), | |
layer: i, // layer index in network | |
idx: j, // node index in layer | |
letter: i == 0 // i=input; o=output; h=hidden | |
? 'i' | |
: i == layers.length-1 | |
? 'o' | |
: 'h' | |
}) | |
} | |
} | |
data.forEach(function(d) { | |
// edges | |
var next = data.filter(function(i) { return i.layer == d.layer+1 }) | |
next.forEach(function(n) { | |
g.append('line') | |
.attr('x1', d.x) | |
.attr('x2', n.x) | |
.attr('y1', d.y) | |
.attr('y2', n.y) | |
.attr('stroke', 'lightgray') | |
}) | |
// node | |
var n = g.append('g') | |
.attr('transform', 'translate(' + d.x + ',' + d.y + ')') | |
n.append('circle') | |
.attr('r', r) | |
.attr('fill', 'firebrick') | |
var t = n.append('text') | |
.attr('fill', '#fff') | |
.attr('font-family', 'courier') | |
.attr('dx', '-0.7em') | |
.attr('dy', '0.15em') | |
t.append('tspan').text(d.letter + d.layer) | |
t.append('tspan').text(d.idx) | |
.attr('baseline-shift', 'sub') | |
.attr('font-size', '0.7em') | |
}) | |
</script> | |
</body> | |
</html> |
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