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:

6.33 score 19 stars 28 scripts 217 downloads 2 mentions 16 exports 46 dependencies

Last updated 9 months agofrom:79752a0034. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 26 2024
R-4.5-winWARNINGSep 26 2024
R-4.5-linuxWARNINGSep 26 2024
R-4.4-winWARNINGSep 26 2024
R-4.4-macWARNINGSep 26 2024
R-4.3-winWARNINGSep 26 2024
R-4.3-macWARNINGSep 26 2024

Exports:biasconstantcosineexpogpiidlinearmat12mat32mat52periodicpolynomialprojectrational_quadraticrbfwhite

Dependencies:abindbackportsbase64enccallrclicodacodetoolsconfigcrayondigestfutureglobalsgluegretaherehmsjsonlitelatticelifecyclelistenvmagrittrMatrixparallellypkgconfigpngprettyunitsprocessxprogresspsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlyesno

getting-started

Rendered fromgetting-started.Rmdusingknitr::rmarkdownon Sep 26 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