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laGP

Local Approximate Gaussian Process Regression

v1.5-9 · Mar 14, 2023 · LGPL

Description

Performs approximate GP regression for large computer experiments and spatial datasets. The approximation is based on finding small local designs for prediction (independently) at particular inputs. OpenMP and SNOW parallelization are supported for prediction over a vast out-of-sample testing set; GPU acceleration is also supported for an important subroutine. OpenMP and GPU features may require special compilation. An interface to lower-level (full) GP inference and prediction is provided. Wrapper routines for blackbox optimization under mixed equality and inequality constraints via an augmented Lagrangian scheme, and for large scale computer model calibration, are also provided. For details and tutorial, see Gramacy (2016 <doi:10.18637/jss.v072.i01>.

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2 NOTE
12 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
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 OK
r-oldrel-macos-x86_64 OK
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)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Robert B. Gramacy  <rbg@vt.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Robert", "B."),
                      family = "Gramacy",
                      role = c("aut", "cre"),
                      email = "rbg@vt.edu"),
               person(given = "Furong",
                      family = "Sun",
                      role = "aut",
                      email = "furongs@vt.edu"))
as necessary.

Found the following (possibly) invalid file URI:
  URI: cran.R-project.org
    From: inst/doc/laGP.pdf
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Robert B. Gramacy  <rbg@vt.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Robert", "B."),
                      family = "Gramacy",
                      role = c("aut", "cre"),
                      email = "rbg@vt.edu"),
               person(given = "Furong",
                      family = "Sun",
                      role = "aut",
                      email = "furongs@vt.edu"))
as necessary.

Found the following (possibly) invalid file URI:
  URI: cran.R-project.org
    From: inst/doc/laGP.pdf
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

*


            
OK r-oldrel-macos-arm64

*


            
OK r-oldrel-macos-x86_64

*


            
OK r-oldrel-windows-x86_64

*


            
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Robert B. Gramacy  <rbg@vt.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Robert", "B."),
                      family = "Gramacy",
                      role = c("aut", "cre"),
                      email = "rbg@vt.edu"),
               person(given = "Furong",
                      family = "Sun",
                      role = "aut",
                      email = "furongs@vt.edu"))
as necessary.

Found the following (possibly) i
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Robert B. Gramacy  <rbg@vt.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Robert", "B."),
                      family = "Gramacy",
                      role = c("aut", "cre"),
                      email = "rbg@vt.edu"),
               person(given = "Furong",
                      family = "Sun",
                      role = "aut",
                      email = "furongs@vt.edu"))
as necessary.

Found the following (possibly) i

Reverse Dependencies (7)

Dependency Network

Dependencies Reverse dependencies tgp BayesianPlatformDesignTimeTrend bhetGP leapgp CompModels ContourFunctions familiar mlr laGP

Version History

new 1.5-9 Mar 9, 2026