Benefits of UMAP UMAP has a few signficant wins in its current incarnation. First of all UMAP isfast. It can handle large datasets and high dimensional data without too much difficulty, scaling beyond what most t-SNE packages can manage. This includes very high dimensional sparse datasets. UMA...