We’re just released CmdStanPy 0.9.77 which has lots of new and improved features.
In addition, CmdStanPy and CmdStan are now both available from the conda-forge repository - many thanks for @WardBrian for leading this effort!
Notable changes:
-
CmdStanPy inference objects (CmdStanMCMC, CmdStanMLE, etc) can be reconstituted from CmdStan CSV files via utility method
from_csv
. -
Inference results can be exported as xarray datasets via method
draws_xr
. -
We have adopted a common set of accessor methods for metadata and inference data. Inference data can be accessed either as draws X columns (
draws
,draws_pd
), or as Stan program variables (draws_xr
,stan_variable
). -
Data dictionaries can be saved as CmdStan JSON inputs via utility function
write_stan_json
. -
Docs have a clean new look and more better content.
Thanks to everyone who participated in this effort, especially Brian, @ahartikainen, and @serban-nicusor!
CmdStanPy is now 11 issues away from 1.0, hence the “penultimate”. Contributors welcome!