Skip to content
Sections
>> Trisquel >> Packages >> aramo >> gnu-r >> r-cran-uwot
nabia  ] [  aramo  ]
[ Source: r-cran-uwot  ]

Package: r-cran-uwot (0.1.11-1)

GNU R uniform manifold approximation and projection (UMAP)

An implementation of the Uniform Manifold Approximation and Projection dimensionality reduction by McInnes et al. (2018) <arXiv:1802.03426>. It also provides means to transform new data and to carry out supervised dimensionality reduction. An implementation of the related LargeVis method of Tang et al. (2016) <arXiv:1602.00370> is also provided.

This is a complete re-implementation in R (and C++, via the 'Rcpp' package): no Python installation is required. See the uwot website (<https://github.com/jlmelville/uwot>) for more documentation and examples.

Other Packages Related to r-cran-uwot

  • depends
  • recommends
  • suggests
  • dep: libc6 (>= 2.34)
    GNU C Library: Shared libraries
    also a virtual package provided by libc6-udeb
  • dep: libgcc-s1 (>= 3.4) [amd64]
    GCC support library
    dep: libgcc-s1 (>= 3.5) [armhf]
    dep: libgcc-s1 (>= 4.2) [arm64, ppc64el]
  • dep: libstdc++6 (>= 11)
    GNU Standard C++ Library v3
  • dep: r-api-4.0
    virtual package provided by r-base-core
  • dep: r-base-core (>= 4.1.2-1ubuntu1)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-dqrng
    GNU R fast pseudo random number generators
  • dep: r-cran-fnn
    GNU R fast nearest neighbor search algorithms and applications
  • dep: r-cran-irlba
    GNU R fast truncated SVD, PCA and symmetric eigendecomposition
  • dep: r-cran-matrix
    GNU R package of classes for dense and sparse matrices
  • dep: r-cran-rcpp
    GNU R package for Seamless R and C++ Integration
  • dep: r-cran-rcppannoy (>= 0.0.17)
    Rcpp bindings for Annoy (approximate nearest neighbors)
  • dep: r-cran-rcppprogress
    interruptible progress bar for C++ in GNU R packages
  • dep: r-cran-rspectra
    GNU R solvers for large-scale eigenvalue and SVD problems

Download r-cran-uwot

Download for all available architectures
Architecture Package Size Installed Size Files
amd64 477.7 kB1415 kB [list of files]
arm64 445.2 kB1175 kB [list of files]
armhf 446.5 kB995 kB [list of files]
ppc64el 559.6 kB1847 kB [list of files]