greta.gp: Gaussian Process Modelling in 'greta'
Provides a syntax to create and combine Gaussian process kernels in 'greta'. You can then them to define either full rank or sparse Gaussian processes. This is an extension to the 'greta' software, Golding (2019) <doi:10.21105/joss.01601>.
| Version: | 0.2.2 |
| Depends: | greta (≥ 0.5.0), R (≥ 4.1.0) |
| Imports: | cli, glue, rlang (≥ 1.1.4), tensorflow (≥ 2.7.0) |
| Suggests: | covr, knitr, rmarkdown, spelling, testthat (≥ 3.1.0) |
| Published: | 2024-11-13 |
| DOI: | 10.32614/CRAN.package.greta.gp |
| Author: | Nick Golding 
[aut, cph],
Jian Yen [ctb],
Nicholas Tierney
[aut, cre] |
| Maintainer: | Nicholas Tierney <nicholas.tierney at gmail.com> |
| BugReports: | https://github.com/greta-dev/greta.gp/issues |
| License: | Apache License (≥ 2) |
| URL: | https://github.com/greta-dev/greta.gp, https://greta-dev.github.io/greta.gp/ |
| NeedsCompilation: | no |
| SystemRequirements: | Python (>= 3.7.0) with header files and shared library; TensorFlow (>= v2.0.0; https://www.tensorflow.org/); TensorFlow Probability (v0.8.0; https://www.tensorflow.org/probability/) |
| Language: | en-GB |
| Materials: | README NEWS |
| CRAN checks: | greta.gp results |
Documentation:
| Reference manual: | greta.gp.pdf |
| Vignettes: |
getting-started (source, R code) |
Downloads:
| Package source: | greta.gp_0.2.2.tar.gz |
| Windows binaries: | r-devel: greta.gp_0.2.2.zip, r-release: greta.gp_0.2.2.zip, r-oldrel: greta.gp_0.2.2.zip |
| macOS binaries: | r-devel (arm64): greta.gp_0.2.2.tgz, r-release (arm64): greta.gp_0.2.2.tgz, r-oldrel (arm64): greta.gp_0.2.2.tgz, r-devel (x86_64): greta.gp_0.2.2.tgz, r-release (x86_64): greta.gp_0.2.2.tgz, r-oldrel (x86_64): greta.gp_0.2.2.tgz |
| Old sources: | greta.gp archive |
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