Package: r-cran-uwot (0.1.14-2)

[ Source: r-cran-uwot  ]

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

• dep: libc6 (>= 2.29)

  GNU C könyvtár: megosztott könyvtárak
  also a virtual package provided by libc6-udeb

• dep: libgcc-s1 (>= 3.0) [s390x]

  GCC támogató programkönyvtár

  dep: libgcc-s1 (>= 3.4) [amd64]

  dep: libgcc-s1 (>= 3.5) [armel, armhf]

  dep: libgcc-s1 (>= 4.2) [not amd64, armel, armhf, s390x]

• 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 (>= 4.2.1-2)

  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

• rec: r-cran-testthat

  GNU R testsuite

• sug: r-cran-covr

  test coverage for GNU R packages

• sug: 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	584.8 kB	1,978.0 kB	[list of files]
arm64	522.2 kB	1,529.0 kB	[list of files]
armel	535.1 kB	1,528.0 kB	[list of files]
armhf	526.9 kB	1,272.0 kB	[list of files]
i386	590.6 kB	2,007.0 kB	[list of files]
mips64el	514.3 kB	1,777.0 kB	[list of files]
mipsel	522.5 kB	1,759.0 kB	[list of files]
ppc64el	551.3 kB	1,849.0 kB	[list of files]
s390x	531.1 kB	1,657.0 kB	[list of files]