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

[ Källkod: 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.

Andra paket besläktade med r-cran-uwot

• dep: libc6 (>= 2.29)

  GNU C-bibliotek: Delade bibliotek
  också ett virtuellt paket som tillhandahålls av libc6-udeb

• dep: libgcc-s1 (>= 3.0) [s390x]

  GCC stödbibliotek

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

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

  dep: libgcc-s1 (>= 4.2) [ej amd64, armel, armhf, s390x]

• dep: libstdc++6 (>= 11)

  GNU standardbibliotek v3 för C++

• dep: r-api-4.0

  virtuellt paket som tillhandahålls av 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

Hämta r-cran-uwot

Hämtningar för alla tillgängliga arkitekturer

Arkitektur	Paketstorlek	Installerad storlek	Filer
amd64	584,8 kbyte	1.978,0 kbyte	[filförteckning]
arm64	522,2 kbyte	1.529,0 kbyte	[filförteckning]
armel	535,1 kbyte	1.528,0 kbyte	[filförteckning]
armhf	526,9 kbyte	1.272,0 kbyte	[filförteckning]
i386	590,6 kbyte	2.007,0 kbyte	[filförteckning]
mips64el	514,3 kbyte	1.777,0 kbyte	[filförteckning]
mipsel	522,5 kbyte	1.759,0 kbyte	[filförteckning]
ppc64el	551,3 kbyte	1.849,0 kbyte	[filförteckning]
s390x	531,1 kbyte	1.657,0 kbyte	[filförteckning]