Package: greta.gp 0.2.2.9000

Nicholas Tierney

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>.

Authors:Nick Golding [aut, cph], Jian Yen [ctb], Nicholas Tierney [aut, cre]

greta.gp_0.2.2.9000.tar.gz
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greta.gp.pdf |greta.gp.html✨
greta.gp/json (API)
NEWS

# Install 'greta.gp' in R:
install.packages('greta.gp', repos = c('https://greta-dev.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/greta-dev/greta.gp/issues

Pkgdown site:https://greta-dev.github.io

On CRAN:

Conda:

6.33 score 19 stars 28 scripts 554 downloads 2 mentions 16 exports 46 dependencies

Last updated 2 months agofrom:f6506182bf. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 15 2025
R-4.5-winOKMar 15 2025
R-4.5-macOKMar 15 2025
R-4.5-linuxOKMar 15 2025
R-4.4-winOKMar 15 2025
R-4.4-macOKMar 15 2025
R-4.4-linuxOKMar 15 2025
R-4.3-winOKMar 15 2025
R-4.3-macOKMar 15 2025

Exports:biasconstantcosineexpogpiidlinearmat12mat32mat52periodicpolynomialprojectrational_quadraticrbfwhite

Dependencies:abindbackportsbase64enccallrclicodacodetoolsconfigcrayondigestfutureglobalsgluegretaherehmsjsonlitelatticelifecyclelistenvmagrittrMatrixparallellypkgconfigpngprettyunitsprocessxprogresspsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlyesno

getting-started

Rendered fromgetting-started.Rmdusingknitr::rmarkdownon Mar 15 2025.

Last update: 2022-09-05
Started: 2022-09-02

Readme and manuals

Help Manual

Help pageTopics
Define a Gaussian processgp project
Gaussian process modelling in gretagreta.gp-package greta.gp
Gaussian process kernelsbias constant cosine expo iid kernels linear mat12 mat32 mat52 periodic polynomial rational_quadratic rbf white