Fits ordinary kriging and spatial linear models through 'reticulate' with the 'GeoPyTorch' 'Python' package, which is built on 'GPyTorch' and 'PyTorch'. Covariance parameters can be fixed or estimated by maximum likelihood or restricted maximum likelihood, and predictions include their variances. 'Python' and the required packages are installed on first use by 'reticulate'.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | reticulate (≥ 1.41.0), stats |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-10-21 |
| DOI: | 10.32614/CRAN.package.geopytorch |
| Author: | Daniel Tinoco [aut, cre] |
| Maintainer: | Daniel Tinoco <dbtnc.ps2 at gmail.com> |
| BugReports: | https://github.com/dbtnc/geopytorch/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/dbtnc/geopytorch |
| NeedsCompilation: | no |
| SystemRequirements: | Python (>= 3.12) |
| Materials: | README, NEWS |
| CRAN checks: | geopytorch results |
| Reference manual: | geopytorch.html , geopytorch.pdf |
| Package source: | geopytorch_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: geopytorch_0.1.0.zip |
| macOS binaries: | r-release (arm64): geopytorch_0.1.0.tgz, r-oldrel (arm64): geopytorch_0.1.0.tgz, r-release (x86_64): geopytorch_0.1.0.tgz, r-oldrel (x86_64): geopytorch_0.1.0.tgz |
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