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rlibkriging

1.2-3Package record

Kriging Models using the 'libKriging' Library

0packages dependsuggested by 1
3.8Kdownloads / year
59.3%test coverage
13/13flavors OK

Overview

About

Interface to 'libKriging' 'C++' library https://github.com/libKriging that should provide most standard Kriging / Gaussian process regression features (like in 'DiceKriging', 'kergp' or 'RobustGaSP' packages). 'libKriging' relies on Armadillo linear algebra library (Apache 2 license) by Conrad Sanderson, 'lbfgsb_cpp' is a 'C++' port around by Pascal Have of 'lbfgsb' library (BSD-3 license) by Ciyou Zhu, Richard Byrd, Jorge Nocedal and Jose Luis Morales used for hyperparameters optimization.

Changes in 1.2-3

Fixes

  • Fix installation on macOS with the flang Fortran compiler (R-devel):
  • libgomp is no longer linked on macOS, where libKriging is built without OpenMP and libgomp only comes with gfortran ("library 'gomp' not found");
  • the libKriging build now calls R through R_HOME to find the Fortran compiler: under R CMD check, a bare R refuses to run, so libKriging was silently not built ("'libKriging/utils/lkalloc.hpp' file not found").

From NEWS.md in the release

Install

Health

CRAN checks
13OK
Slowest check: 17.5 min · r-oldrel-windows-x86_64
Status changes
  • OK13 OK2026-09-26
  • NOTE12 OK, 1 NOTE2026-09-25
  • ERROR10 OK, 2 NOTE, 1 ERROR2026-09-24
  • NOTE11 OK, 2 NOTE2026-09-12
  • OK13 OK2026-08-05
Show 13 earlier changesHide 13 earlier changes
  • NOTE12 OK, 1 NOTE2026-08-01
  • OK13 OK2026-07-13
  • ERROR11 OK, 2 ERROR2026-07-12
  • OK13 OK2026-06-02
  • ERROR12 OK, 1 ERROR2026-06-01
  • OK13 OK2026-05-11
  • ERROR12 OK, 1 ERROR2026-05-10
  • OK13 OK2026-05-05
  • ERROR12 OK, 1 ERROR2026-04-30
  • OK12 OK2026-04-25
  • NOTE11 OK, 3 NOTE2026-04-22
  • ERROR10 OK, 3 NOTE, 1 ERROR2026-04-18
  • NOTE11 OK, 3 NOTE2026-03-10
Advisories

none known

Documentation

In release 1.2-3
READMEYes · 178 wordsVignettesNoNEWSYes · 100% structured · mentions 1.2-3Citation fileNoWebsitenot declared in DESCRIPTION
Help pages
139
Examples that run
100%30 run in a plain check
Exported functions with examples
15%
Documented parameters
99%
Return-value docs
68%
Help pages citing references
1%

Downloads

3.8K
CRAN downloads in the past year
Rank #5,874 · ~10/day · ~315/mo
Daily download trend is not available in this view yet.
79730 days
1.4K90 days
3.8K1 year
Compare downloads with other packages →
Also on427 r2u

Dependencies

Declared dependencies
8 external dependencies (excludes base and recommended)

Installing rlibkriging adds 3 packages (3 with compiled code, 2.9 MB of source tarballs). Heaviest: Rcpp 1.8 MB, RcppArmadillo 1.0 MB, DiceKriging 107 KB.

Depends (1)
R >= 4.2
Imports (4)
RcppmethodsutilsDiceKriging
LinkingTo (2)
Enhances (0)
none
Reverse dependencies
0direct
0indirect
Suggested by 1
Suggests, most downloaded first

People & History

People (9)
Author, Maintainer since 0.7-0 (2022)
Contributor
Contributor
Contributor
Contributor · added in 0.8-0.1
Contributor
Listed in earlier versions (1)
Colin Fang
no longer listed · 0.7-0 to 0.8-0
Releases (24)

Pick two releases to compare their code metrics.

  • 1.2-3Latest
    record
    2026-09-25 · current release · diff ↗
  • 1.2-2
    record
    2026-09-23 · diff ↗ ·
    added 3 exports
    noise, subsetOfData, warp_params
  • 1.1-1
    record
    2026-07-12 · diff ↗
  • 1.1-0
    record
    2026-07-11 · diff ↗ ·
    added 1 export
    NestedKriging
  • 1.0-0
    record
    2026-05-13 · diff ↗ ·
    removed 6 exports
    NoiseKM, NoiseKriging, NuggetKM, NuggetKriging, load.NoiseKriging, load.NuggetKriging
    added 32 exports
    F_, M, MLPKriging, T_, WarpKriging, X, activation, beta, centerX, centerY, feature_dim, hidden_dims, is_fitted, kernel, normalize, regmodel, scaleX, scaleY, sigma2, theta, warp_affine, warp_boxcox, warp_categorical, warp_knots, warp_kumaraswamy, warp_mlp, warp_neural_mono, warp_none, warp_ordinal, warping and 2 more
  • R
    R 4.6.0 released · 2026-04-24
  • unarchivedReturned to CRAN
    2026-01-27
  • 0.9-3
    record
    2026-01-27 · diff ↗
  • archivedRemoved from CRAN
    2025-11-02
    check issues were not corrected in time
  • unarchivedReturned to CRAN
    2025-10-18
  • 0.9-2.3
    record
    2025-10-18 · diff ↗
  • archivedRemoved from CRAN
    2025-09-18
    errors were not corrected in time
  • unarchivedReturned to CRAN
    2025-08-27
  • 0.9-2.2
    record
    2025-08-27 · diff ↗
  • archivedRemoved from CRAN
    2025-08-25
    errors were not corrected in time
  • 0.9-2.1
    record
    2025-07-23 · diff ↗
Show 27 earlier eventsHide 27 earlier events
  • unarchivedReturned to CRAN
    2025-07-22
  • 0.9-2
    record
    2025-07-22 · diff ↗
  • archivedRemoved from CRAN
    2025-06-16
    issues were not corrected in time
  • R
    R 4.5.0 released · 2025-04-11
  • unarchivedReturned to CRAN
    2025-01-15
  • 0.9-1
    record
    2025-01-15 · diff ↗
  • archivedRemoved from CRAN
    2025-01-10
    issues were not corrected in time GCC 15: outdated 'armadillo' included
  • 0.9-0.4
    record
    2024-10-03 · diff ↗
  • 0.9-0.1
    record
    2024-08-27 · diff ↗
  • 0.9-0
    record
    2024-08-23 · diff ↗ ·
    added 2 exports
    covMat, update_simulate
  • R
    R 4.4.0 released · 2024-04-24
  • unarchivedReturned to CRAN
    2023-11-28
  • 0.8-0.1
    record
    2023-11-28 · diff ↗
  • archivedRemoved from CRAN
    2023-09-28
    check issues were not corrected in re-submission And policy violation: spamming email address of a team member
  • 0.8-0
    record
    2023-06-23 · diff ↗ ·
    added 6 exports
    leaveOneOutVec, load, load.Kriging, load.NoiseKriging, load.NuggetKriging, save
  • R
    R 4.3.0 released · 2023-04-21
  • 0.7-4.3
    record
    2023-02-13 · diff ↗
  • 0.7-4.2
    record
    2023-02-02 · diff ↗
  • 0.7-4.1
    record
    2023-01-17 · diff ↗
  • 0.7-4
    record
    2023-01-14 · diff ↗
  • 0.7-3.1
    record
    2023-01-12 · diff ↗
  • 0.7-3
    record
    2023-01-09 · diff ↗
  • unarchivedReturned to CRAN
    2023-01-06
  • 0.7-2
    record
    2023-01-06 · diff ↗ ·
    added 2 exports
    copy, fit
  • archivedRemoved from CRAN
    2022-10-06
    installation issues were not corrected in time
  • 0.7-0
    record
    2022-09-22
  • R
    R 4.2.0 released · 2022-04-22

Package metadata

First published
2022-09-22
Total releases
24 / 4 yrs
License
Apache License (>= 2)
Minimum R
≥ 4.2
Download size
3.4 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rlibkriging")
Richet, Y., Byrd, R., Deville, Y., Havé, P., Morales, J. L., Nocedal, J., Sanderson, C., Smith, M., & Zhu, C. (2026). rlibkriging: Kriging Models using the 'libKriging' Library (Version 1.2-3) [Computer software]. https://doi.org/10.32614/CRAN.package.rlibkriging

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for rlibkriging version 1.2-3 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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