Package: r-cran-uwot (0.2.2-2 and others)

[ 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 (>= 2.27) [riscv64]

  Biblioteca de C de GNU: Bibliotecas compartidas
  also a virtual package provided by libc6-udeb

  dep: libc6 (>= 2.29) [not alpha, ia64, riscv64, sh4]

  dep: libc6 (>= 2.40) [sh4]

• dep: libc6.1 (>= 2.29) [alpha]

  Biblioteca de C de GNU: Bibliotecas compartidas
  also a virtual package provided by libc6.1-udeb

  dep: libc6.1 (>= 2.36) [ia64]

• dep: libgcc-s1 (>= 3.0) [s390x]

  Biblioteca de ayuda de GCC

  dep: libgcc-s1 (>= 3.4) [alpha, amd64, sparc64, x32]

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

  dep: libgcc-s1 (>= 4.2) [arm64, i386, ia64, mips64el, ppc64, ppc64el, riscv64, sh4]

• dep: libgcc-s2 (>= 4.2.1) [m68k]

  Biblioteca de ayuda de GCC

• dep: libgcc-s4 (>= 4.1.1) [hppa]

  Biblioteca de ayuda de GCC

• dep: libstdc++6 (>= 11) [ia64]

  biblioteca estándar de C++ de GNU v3

  dep: libstdc++6 (>= 13.1) [m68k]

  dep: libstdc++6 (>= 14) [not ia64, m68k]

• dep: libunwind8 [ia64]

  library to determine the call-chain of a program - runtime

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-base-core (>= 4.3.1-2) [ia64]

  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 [not ia64]

  GNU R solvers for large-scale eigenvalue and SVD problems

• rec: r-cran-covr [not ia64]

  test coverage for GNU R packages

• rec: r-cran-knitr [not ia64]

  GNU R package for dynamic report generation using Literate Programming

• rec: r-cran-rcpphnsw [not ia64]

  R bindings for a Library for Approximate Nearest Neighbors

• rec: r-cran-rmarkdown [not ia64]

  convert R markdown documents into a variety of formats

• 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	Version	Package Size	Installed Size	Files
alpha (unofficial port)	0.2.2-2	892.7 kB	1,900.0 kB	[list of files]
amd64	0.2.2-2	925.2 kB	2,043.0 kB	[list of files]
arm64	0.2.2-2	882.2 kB	1,771.0 kB	[list of files]
armel	0.2.2-2	889.4 kB	1,705.0 kB	[list of files]
armhf	0.2.2-2	883.2 kB	1,577.0 kB	[list of files]
hppa (unofficial port)	0.2.2-2	934.5 kB	2,127.0 kB	[list of files]
i386	0.2.2-2	934.5 kB	2,029.0 kB	[list of files]
ia64 (unofficial port)	0.1.16-2	603.3 kB	2,307.0 kB	[list of files]
m68k (unofficial port)	0.2.2-2	913.4 kB	1,923.0 kB	[list of files]
mips64el	0.2.2-2	886.1 kB	1,878.0 kB	[list of files]
ppc64 (unofficial port)	0.2.2-2	912.5 kB	2,033.0 kB	[list of files]
ppc64el	0.2.2-2	904.7 kB	1,899.0 kB	[list of files]
riscv64	0.2.2-2	907.0 kB	1,637.0 kB	[list of files]
s390x	0.2.2-2	914.6 kB	1,831.0 kB	[list of files]
sh4 (unofficial port)	0.2.2-2	964.0 kB	2,026.0 kB	[list of files]
sparc64 (unofficial port)	0.2.2-2	874.0 kB	2,038.0 kB	[list of files]
x32 (unofficial port)	0.2.2-2	926.0 kB	1,963.0 kB	[list of files]