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

13 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	175.6s
r-devel-linux-x86_64-debian-gcc	OK	114.7s
r-devel-linux-x86_64-fedora-clang	OK	248.1s
r-devel-linux-x86_64-fedora-gcc	OK	303.5s
r-devel-windows-x86_64	OK	216s
r-oldrel-macos-arm64	OK	29s
r-oldrel-macos-x86_64	OK	112s
r-oldrel-windows-x86_64	OK	254s
r-patched-linux-x86_64	OK	146.6s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	27s
r-release-macos-x86_64	OK	106s
r-release-windows-x86_64	OK	214s

Check History

OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 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

ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026

ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/GPvecchia.Rcheck/00install.out' for details.

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

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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 (3)

imports

VeccTMVN bhetGP tinyVAST

Dependency Network

Version History

8 tracked

new 0.1.8 Mar 10, 2026

updated 0.1.8 ← 0.1.7 diff Jan 30, 2026

updated 0.1.7 ← 0.1.6 diff Mar 11, 2024

updated 0.1.6 ← 0.1.4 diff Feb 7, 2024

updated 0.1.4 ← 0.1.3 diff Oct 23, 2022

updated 0.1.3 ← 0.1.2 diff Apr 21, 2020

updated 0.1.2 ← 0.1.0 diff Apr 13, 2020

new 0.1.0 Oct 1, 2019