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greta.gp: Gaussian Process Modelling in 'greta'
Provides a syntax to create and combine Gaussian process kernels
in 'greta'. You can then use these kernels to define either full rank or
sparse Gaussian processes, and project a fitted process to new coordinates.
This lets you include Gaussian process components in the statistical models
you write with 'greta'. This is an extension to the 'greta' software, Golding
(2019) <doi:10.21105/joss.01601>.
| Version: |
0.2.3 |
| Depends: |
greta (≥ 0.6.0), 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: |
2026-07-21 |
| 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:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=greta.gp
to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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