Umap, Machine Learning, AI, Dimensionality Reduction.
transform the original data into the reduced data. Note that the components are hierarchical, as in, that the first component always accounts for the most variance, and that each consecutive component will represent less and less variance. Here’s a Python example: from sklearn.decomposition import