v0.15.0 (2023 Feb 19)

What's Changed

New features

• Adds Savage-Dickey density ratio plot for Bayes factor approximation. (2037, 2152)
• Add CmdStanPySamplingWrapper and PyMCSamplingWrapper classes (2158)
• Changed dependency on netcdf4-python to h5netcdf (2122)

Maintenance and fixes

• Fix reloo outdated usage of ELPDData (2158)
• plot_bpv smooth discrete data only when computing u_values (2179)
• Fix bug when beanmachine objects lack some fields (2154)
• Fix gap for plot_trace with option kind="rank_bars" (2180)
• Fix plot_lm unsupported usage of np.tile (2186)
• Update _z_scale to work with SciPy 1.10 (2186)
• Fix bug in BaseLabeller when combining with with NoVarLabeller (2200)

Deprecation

Documentation

• Add PyMC and CmdStanPy sampling wrapper examples (2158)
• Fix docstring for plot_trace chain_prop and compact_prop parameters (2176)
• Add video of contributing to ArviZ webinar in contributing guide (2184)

Maintenance and fixes

• Fix dimension ordering for plot_trace with divergences (2151)

Full Changelog: v0.14.0...v0.15.0