Chemical Space Is Not One Map: PCA, t-SNE, UMAP, and What They Actually Show
PCA, t-SNE, and UMAP can produce very different views of the same molecular dataset. The reason is simple: chemical space depends on how molecules are represented, how similarity is defined, and how that high-dimensional information is projected.
Oct 1, 2026