Package: chkptstanr 0.2.0

Vencislav Popov

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

chkptstanr_0.2.0.tar.gz
chkptstanr_0.2.0.zip(r-4.7)chkptstanr_0.2.0.zip(r-4.6)chkptstanr_0.2.0.zip(r-4.5)
chkptstanr_0.2.0.tgz(r-4.6-any)chkptstanr_0.2.0.tgz(r-4.5-any)
chkptstanr_0.2.0.tar.gz(r-4.7-any)chkptstanr_0.2.0.tar.gz(r-4.6-any)
chkptstanr_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
chkptstanr/json (API)

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

Bug tracker:https://github.com/venpopov/chkptstanr/issues

Pkgdown/docs site:https://venpopov.github.io

On CRAN:

Conda:

4.85 score 9 stars 26 scripts 15 downloads 10 exports 80 dependencies

Last updated from:94eea9a665 (on v0.2.0). Checks:7 ERROR, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64ERROR278
source / vignettesOK272
linux-release-x86_64ERROR289
macos-release-arm64ERROR217
macos-oldrel-arm64ERROR205
windows-develERROR337
windows-releaseERROR295
windows-oldrelERROR284
wasm-releaseOK171

Exports:chkpt_brmschkpt_setupchkpt_stancombine_chkpt_drawscreate_folderextract_chkpt_drawsextract_hmc_infoextract_stan_statemake_brmsfitreset_checkpoints

Dependencies:abindbackportsbayesplotBHbridgesamplingbrmsBrobdingnagcallrcheckmateclicodacodetoolscpp11crayondescdiffobjdigestdistributionaldplyrfarverfsfuturefuture.applygenericsggplot2ggridgesglobalsgluegridExtragtableinlineisobandlabelinglatticelifecyclelistenvloomagrittrMatrixmatrixStatsmgcvmvtnormnleqslvnlmenumDerivparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackreshape2rlangrstanrstantoolsS7scalesStanHeadersstringistringrtensorAtibbletidyrtidyselectutf8vctrsviridisLitewaldowithr

checkpointing: brms

Rendered fromchkpt_brms.Rmdusingknitr::rmarkdownon May 09 2026.

Last update: 2024-02-27
Started: 2022-04-22

checkpointing: Stan

Rendered fromchkpt_stan.Rmdusingknitr::rmarkdownon May 09 2026.

Last update: 2024-02-27
Started: 2022-04-22