UMAP Uniform Manifold Approximation and Projection for Dimension Reduction | SciPy 2018 |
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UMAP Uniform Manifold Approximation and Projection for Dimension Reduction | SciPy 2018 |
This talk will present a new approach to dimension reduction called UMAP. UMAP is grounded in manifold learning and topology, making an effort to preserve the topological structure of the data. The resulting algorithm can provide both 2D visualisations of data of comparable quality to t-SNE, and general purpose dimension reduction. UMAP has ...
111.1K viewsJul 13, 2018
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