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UMAP 0.6: new initialization, new optimizers and faster performance [P]

UMAP 0.6 is out! A new initialization, new optimizers, and faster nearest neighbour search make UMAP much faster and far better at large scale. On 3 million arXiv papers it finishes in under 5 minutes, before UMAP 0.5 has even found its nearest neighbours. ( race between UMAP0.5 and UMAP 0.6 video…

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  1. 2026-11-12 13:51 · r/MachineLearning
    UMAP 0.6: new initialization, new optimizers and faster performance [P]

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