Stan is an amazing Bayesian computation framework capable of fitting models with millions of parameters and beyond. This package is (intended to be) a collection of tools to help cmdstanr users on Linux process such massive models fast while conserving RAM.
The only functionality available currently is the stansummary
function to obtain posterior summaries of parameter subsets using the stansummary
command-line utility bundled with CmdStan
. On very large models, this approach is dramatically faster than cmdstanr::summary()
and requires less RAM.
Install directly from github with devtools
like so:
devtools::install_github("https://github.com/huffyhenry/Stanislaw")