More recently, Lior Pachter has argued that t-SNE and the related UMAP do not serve a meaningful purpose in data analysis and are only useful for producing art.

Methods like t-stochastic neighbor embedding (t-SNE) and uniform manifold approximation and projection (UMAP) faithfully capture and reveal local and non-linear relationships in complex microbiome datasets, but their tuning is finicky