Package: chkptstanr 0.1.1

Donald Williams

chkptstanr: Checkpoint MCMC Sampling with 'Stan'

Fit Bayesian models in Stan <doi:10.18637/jss.v076.i01> with checkpointing, that is, the ability to stop the MCMC sampler at will, and then pick right back up where the MCMC sampler left off. Custom 'Stan' models can be fitted, or the popular package 'brms' <doi:10.18637/jss.v080.i01> can be used to generate the 'Stan' code. This package is fully compatible with the R packages 'brms', 'posterior', 'cmdstanr', and 'bayesplot'.

Authors:Donald Williams [aut, cre], Tyler Matta [aut], NWEA [cph]

chkptstanr_0.1.1.tar.gz
chkptstanr_0.1.1.tar.gz(r-4.5-noble)chkptstanr_0.1.1.tar.gz(r-4.4-noble)
chkptstanr_0.1.1.tgz(r-4.4-emscripten)chkptstanr_0.1.1.tgz(r-4.3-emscripten)
chkptstanr.pdf |chkptstanr.html
chkptstanr/json (API)

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

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.72 score 2 stars 26 scripts 174 downloads 9 exports 76 dependencies

Last updated 3 years agofrom:296171e959. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-linuxNOTENov 20 2024

Exports:chkpt_brmschkpt_setupchkpt_stancombine_chkpt_drawscreate_folderextract_chkpt_drawsextract_hmc_infoextract_stan_statemake_brmsfit

Dependencies:abindbackportsbayesplotBHbridgesamplingbrmsBrobdingnagcallrcheckmateclicodacodetoolscolorspacedescdigestdistributionaldplyrfansifarverfuturefuture.applygenericsggplot2ggridgesglobalsgluegridExtragtableinlineisobandlabelinglatticelifecyclelistenvloomagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnleqslvnlmenumDerivparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpsQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyselectutf8vctrsviridisLitewithr

checkpointing: brms

Rendered fromchkpt_brms.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2022-04-29
Started: 2022-04-22

checkpointing: Stan

Rendered fromchkpt_stan.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2022-04-22
Started: 2022-04-22