v0.9.0:
Highlights
loo-pit KDE and HDI were improved
html_repr of InferenceData objects for jupyter notebooks
Support for PyJAGS
from_pymc3 automatically retrieves coords and dims from model context
plot_trace now supports multiple aesthetics to identify chain and variable shape and supports matplotlib aliases
plot_hdi can now take already computed HDI values
Deprecations
from_pymc3 without a model context available raises aFutureWarning and will be deprecated in a future version
In plot_trace, chain_prop and compact_prop as tuples will now raise a FutureWarning
hdi with 2d data raises a FutureWarning
pkglint --only "https instead of http" -r -F
With manual adjustments afterwards since pkglint 19.4.4 fixed a few
indentations in unrelated lines.
This mainly affects projects hosted at SourceForce, as well as
freedesktop.org, CTAN and GNU.
ArviZ (pronounced "AR-vees") is a Python package for exploratory
analysis of Bayesian models. Includes functions for posterior
analysis, model checking, comparison and diagnostics.