Umap, Machine Learning, AI, Dimensionality Reduction.
data has complex, non-linear structures. UMAP, in particular, offers several advantages. It is both non-linear and highly reproducible, making it an excellent choice for a wide range of data science applications. Moreover, it is exceptionally efficient when accelerated with libraries like RAPIDS,