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umap for dimension reduction #335

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wangjiawen2013 opened this issue Mar 26, 2024 · 1 comment
Open

umap for dimension reduction #335

wangjiawen2013 opened this issue Mar 26, 2024 · 1 comment

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@wangjiawen2013
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wangjiawen2013 commented Mar 26, 2024

Linfa supports pca and tsne now. Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction (https://umap-learn.readthedocs.io/en/latest/). Since UMAP is becoming popular, does linfa support it ?

@quietlychris
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We're open to contributions implementing UMAP, but as far as I'm aware, it's not currently supported in Linfa and no one is currently working on implementing it.

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