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]

greta.gp_0.2.1.9000.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'))

Peer review:

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

On CRAN:

16 exports 19 stars 2.14 score 46 dependencies

Last updated 5 months agofrom:79752a00348c11b59a90632bf65baf4c0ce4a2f6

Exports:biasconstantcosineexpogpiidlinearmat12mat32mat52periodicpolynomialprojectrational_quadraticrbfwhite

Dependencies:abindbackportsbase64enccallrclicodacodetoolsconfigcrayondigestfutureglobalsgluegretaherehmsjsonlitelatticelifecyclelistenvmagrittrMatrixparallellypkgconfigpngprettyunitsprocessxprogresspsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlyesno

getting-started

Rendered fromgetting-started.Rmdusingknitr::rmarkdownon May 29 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