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well as the global structure. < link to the coding article will be added here Subscribe to get updates > 14. Uniform Manifold Approximation and Projection (UMAP): UMAP is a non-linear dimensionality reduction technique that is a relatively new approach to nonlinear dimensionality reduction. It is