UMAP (Uniform Manifold Approximation and Projection)

UMAP (Uniform Manifold Approximation and Projection) is a general-purpose manifold learning and dimensionality reduction algorithm. It constructs a high-dimensional graph and then searches for a low-dimensional projection of the data that has the closest possible equivalent fuzzy topological structure. The current version is 0.5.12, with a release cadence that includes frequent patch releases and minor updates.