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Traditional machine learning on top of Nx

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* [ ] Ward linkage (currently broken) * [ ] Optimize single linkage with slink (https://sites.cs.ucsb.edu/~veronika/MAE/summary_SLINK_Sibson72.pdf) * [ ] Support median and centroid linkage (https://github.com/elixir-nx/scholar/pull/187#issuecomment-1794254332)

help wanted

[Example](https://www.researchgate.net/figure/Application-of-t-SNE-LargeVis-UMAP-TriMAP-and-PaCMAP-to-the-Mammoth-dataset-In_fig1_346766201).