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GPvecchia

Scalable Gaussian-Process Approximations

v0.1.8 · Jan 30, 2026 · GPL (>= 2)

Description

Fast scalable Gaussian process approximations, particularly well suited to spatial (aerial, remote-sensed) and environmental data, described in more detail in Katzfuss and Guinness (2017) <doi:10.48550/arXiv.1708.06302>. Package also contains a fast implementation of the incomplete Cholesky decomposition (IC0), based on Schaefer et al. (2019) <doi:10.48550/arXiv.1706.02205> and MaxMin ordering proposed in Guinness (2018) <doi:10.48550/arXiv.1609.05372>.

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CRAN Check Status

2 NOTE
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r-devel-linux-x86_64-debian-clang OK
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
r-release-linux-x86_64 OK
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  5.8Mb
  sub-directories of 1Mb or more:
    libs   5.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  5.9Mb
  sub-directories of 1Mb or more:
    libs   5.4Mb
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  5.8Mb
  sub-directories of 1Mb or more:
    libs   5.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  5.9Mb
  sub-directories of 1Mb or more:
    libs   5.4Mb

Reverse Dependencies (2)

imports

Dependency Network

Dependencies Reverse dependencies Rcpp sparseinv fields Matrix(>= 1.5.1) GpGp FNN VeccTMVN bhetGP GPvecchia

Version History

new 0.1.8 Mar 9, 2026