Package: umap 0.2.11.0

umap: Uniform Manifold Approximation and Projection

Uniform manifold approximation and projection is a technique for dimension reduction. The algorithm was described by McInnes and Healy (2018) in <arxiv:1802.03426>. This package provides an interface for two implementations. One is written from scratch, including components for nearest-neighbor search and for embedding. The second implementation is a wrapper for 'python' package 'umap-learn' (requires separate installation, see vignette for more details).

Authors:Tomasz Konopka [aut, cre]

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Peer review:

Bug tracker:https://github.com/tkonopka/umap/issues

On CRAN:

dimensionality-reductionumap

3 exports 131 stars 6.42 score 17 dependencies 41 dependents 24 mentions 3.6k scripts 7.9k downloads

Last updated 5 months agofrom:9106cac8de. Checks:OK: 9. Indexed: yes.

Exports:umapumap.defaultsumap.knn

Dependencies:askpassherejsonlitelatticeMatrixopensslpngrappdirsRcppRcppEigenRcppTOMLreticulaterlangrprojrootRSpectrasyswithr