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how about t-SNE for clustering? https://lvdmaaten.github.io/tsne/ https://lvdmaaten.github.io/tsne/
by kasperset 10y ago
how about t-SNE for clustering? https://lvdmaaten.github.io/tsne/ https://lvdmaaten.github.io/tsne/
- makmanalp 10y agoWondered about this too, looks like scikit-learn has something for it: http://scikit-learn.org/stable/modules/classes.html#module-sklearn.manifold http://scikit-learn.org/stable/modules/classes.html#module-s...
- eigenman 10y agoThe t-SNE algorithm isn't a clustering algorithm, but a nonlinear embedding. Clustering algorithms assigns a label (or no label) to each point in the data set. Instead, the t-SNE finds low dimensional coordinates for each point such that nearby points in the original data are nearby in the lower dimensional representation. That being said, I've seen the t-SNE used as a preprocessing step prior to clustering, as in ACCENSE[1]. [1]: http://www.cellaccense.com/ http://www.cellaccense.com/