UMAP: Uniform Manifold Approximation and Projection
نویسندگان
چکیده
منابع مشابه
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
UMAP (Uniform Manifold Approximation and Projection) is a novel manifold learning technique for dimension reduction. UMAP is constructed from a theoretical framework based in Riemannian geometry and algebraic topology. e result is a practical scalable algorithm that applies to real world data. e UMAP algorithm is competitive with t-SNE for visualization quality, and arguably preserves more of...
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ژورنال
عنوان ژورنال: Journal of Open Source Software
سال: 2018
ISSN: 2475-9066
DOI: 10.21105/joss.00861