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using the same color names, comparing different dimensionality reduction algorithms (pca, tsne and umap):

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Kat ⊷ the Poet Engineer

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I wrote this fun interactive article explaining Isomap, a classic non-linear dimensionality reduction technique. Isomap captures the local similarity structure of data through a graph and computes an embedding that preserves this structure. Check it out! Link below.
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