Umap, Machine Learning, AI, Dimensionality Reduction.
Data Structures: When data contains intricate non-linear relationships, non-linear methods like UMAP excel. Data Visualization: For visualization and clustering tasks, non-linear methods offer superior results. Especially t-SNE can be valuable as it preserver local structures well. Reproducibility