Paket: r-bioc-biocneighbors (1.22.0+ds-1)

[ Kaynak: r-bioc-biocneighbors  ]

Nearest Neighbor Detection for Bioconductor Packages

Implements exact and approximate methods for nearest neighbor detection, in a framework that allows them to be easily switched within Bioconductor packages or workflows. Exact searches can be performed using the k-means for k-nearest neighbors algorithm or with vantage point trees. Approximate searches can be performed using the Annoy or HNSW libraries. Searching on either Euclidean or Manhattan distances is supported. Parallelization is achieved for all methods by using BiocParallel. Functions are also provided to search for all neighbors within a given distance.

r-bioc-biocneighbors ile İlgili Diğer Paketler

• dep: libc6 (>= 2.29)

  GNU C Library: Shared libraries
  ayrıca şunun tarafından sağlanan bir sanal paket libc6-udeb

• dep: libgcc-s1 (>= 3.0)

  GCC support library

• dep: libstdc++6 (>= 14)

  GNU Standard C++ Library v3

• dep: r-api-4.0

  sanal paketi sağlayan r-base-core

• dep: r-api-bioc-3.19

  sanal paketi sağlayan r-bioc-biocgenerics

• dep: r-bioc-biocparallel (>= 1.38.0)

  BioConductor facilities for parallel evaluation

• dep: r-bioc-s4vectors (>= 0.42.1)

  BioConductor S4 implementation of vectors and lists

• 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-rcpphnsw

  R bindings for a Library for Approximate Nearest Neighbors

• sug: r-bioc-biocstyle (>= 2.32.1)

  standard styles for vignettes and other Bioconductor documents

• sug: r-cran-fnn

  GNU R fast nearest neighbor search algorithms and applications

• sug: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• sug: r-cran-rcppannoy

  Rcpp bindings for Annoy (approximate nearest neighbors)

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• sug: r-cran-testthat

  GNU R testsuite

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Mimari	Paket Boyutu	Kurulu Boyut	Dosyalar
arm64	568,0 kB	1.514,0 kB	[dosya listesi]