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GridOnClusters

Multivariate Joint Grid Discretization

v0.3.2 · Dec 12, 2025 · LGPL (>= 3)

Description

Discretize multivariate continuous data using a grid to capture the joint distribution that preserves clusters in original data. It can handle both labeled or unlabeled data. Both published methods (Wang et al 2020) <doi:10.1145/3388440.3412415> and new methods are included. Joint grid discretization can prepare data for model-free inference of association, function, or causality.

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r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is  7.8Mb
  sub-directories of 1Mb or more:
    doc    2.9Mb
    libs   4.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  7.8Mb
  sub-directories of 1Mb or more:
    doc    2.9Mb
    libs   4.8Mb
OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  7.8Mb
  sub-directories of 1Mb or more:
    doc    2.9Mb
    libs   4.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  7.8Mb
  sub-directories of 1Mb or more:
    doc    2.9Mb
    libs   4.8Mb

Reverse Dependencies (1)

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Dependency Network

Dependencies Reverse dependencies Rcpp Ckmeans.1d.dp cluster fossil dqrng mclust Rdpack plotrix FunChisq GridOnClusters

Version History

new 0.3.2 Mar 9, 2026