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@MNoichl

MNoichl/.block

Last active Jul 2, 2018
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What would you like to do?
tSNE + Tensorflow
license: mit

Trying to get Nicola Pezzotti Tensorflow t-SNE to work.

<!DOCTYPE html>
<head>
<meta charset="utf-8">
<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs"></script>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-tsne"></script>
<style>
body { margin:0;position:fixed;top:0;right:0;bottom:0;left:0; }
</style>
</head>
<body>
<script>
const data = tf.randomUniform([200,10]);
// Get a tsne optimizer
const tsneOpt = tsne.tsne(data);
// Compute a T-SNE embedding, returns a promise.
// Runs for 1000 iterations be default.
tsneOpt.compute().then(() => {
// tsne.coordinate returns a *tensor* with x, y coordinates of
// the embedded data.
const coordinates = tsneOpt.coordinates();
coordinates.print();
}) ;
</script>
</body>
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