Hello UMAP-js / Fil | Observable

Fil

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Jul 16, 2023

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Clustering

Algorithms

UMAP = import("https://cdn.skypack.dev/umap-js@1.3.3").then((d) => d.UMAP)

fixed = new UMAP({

nComponents: 2,

minDist: 0.1,

nNeighbors: 15

}).fit(data)

dynamic = {

if (!show_dynamic) return;

const umap = new UMAP({

nComponents: 2,

minDist: 0.1,

nNeighbors: 15

}),

nEpochs = umap.initializeFit(data);

for (let i = 0; i < nEpochs; i++) {

umap.step();

if (i % 5 === 0) yield umap.getEmbedding();

}

yield umap.getEmbedding();

}

Purpose-built for displays of data

Observable is your go-to platform for exploring data and creating expressive data visualizations. Use reactive JavaScript notebooks for prototyping and a collaborative canvas for visual data exploration and dashboard creation.

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