Package: greta.gp 0.2.1.9000

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]

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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'))

Peer review:

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

On CRAN:

16 exports 19 stars 2.39 score 46 dependencies 2 mentions 28 scripts 240 downloads

Last updated 7 months agofrom:79752a0034. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 27 2024
R-4.5-winWARNINGAug 27 2024
R-4.5-linuxWARNINGAug 27 2024
R-4.4-winWARNINGAug 27 2024
R-4.4-macWARNINGAug 27 2024
R-4.3-winWARNINGAug 27 2024
R-4.3-macWARNINGAug 27 2024

Exports:biasconstantcosineexpogpiidlinearmat12mat32mat52periodicpolynomialprojectrational_quadraticrbfwhite

Dependencies:abindbackportsbase64enccallrclicodacodetoolsconfigcrayondigestfutureglobalsgluegretaherehmsjsonlitelatticelifecyclelistenvmagrittrMatrixparallellypkgconfigpngprettyunitsprocessxprogresspsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlyesno

getting-started

Rendered fromgetting-started.Rmdusingknitr::rmarkdownon Aug 27 2024.

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