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The Uniform Manifold Approximation and Projection (UMAP) Method for Dimensionality Reduction [R package uwot version 0.1.10]

James L. Melville

202018 citations

Topics & Concepts

Dimensionality reductionProjection (relational algebra)Nonlinear dimensionality reductionReduction (mathematics)Computer scienceMathematicsManifold (fluid mechanics)AlgorithmArtificial intelligenceApplied mathematicsGeometryMechanical engineeringEngineeringImage Processing and 3D Reconstruction3D Shape Modeling and AnalysisGeological Modeling and Analysis
The Uniform Manifold Approximation and Projection (UMAP) Method for Dimensionality Reduction [R package uwot version 0.1.10] | Litcius