ArviZ

Change log

• Add new convenience function arviz.extract_dataset (1725)
• Add combine_dims argument to several functions (1676)
• [experimental] Enable dask chunking information to be passed to InferenceData.from_netcdf with regex support (1749)
• Allow kwargs to customize appearance of the mean in plot_lm
• Add dict option to from_cmdstan log_likelihood parameter (as in from_pystan)
• Unify model comparison API. Both plot_compare, plot_elpd can now take dicts of InferenceData or ELPDData (1690)
• Change default for rcParam stats.ic_pointwise to True (1690)
• Add new plot type: plot_ecdf (1753)

• Drop Python 3.6 support (1430)
• Bokeh 3 compatibility. (1919)
• Remove manual setting of 2d KDE limits (1939)
• Pin to bokeh<3 version (1954)
• Fix legend labels in plot_ppc to reflect prior or posterior. (1967)
• Change DataFrame.append to pandas.concat (1973)
• Fix axis sharing behaviour in plot_pair. (1985)
• Fix parameter duplication problem with PyStan (1962)
• Temporarily disable pyjags tests (1963)
• Fix tuple bug in coords (1695)
• Fix extend 'right' join bug (1718)
• Update attribute handling for InferenceData (1357)
• Fix R2 implementation (1666)
• Added warning message in plot_dist_comparison() in case subplots go over the limit (1688)
• Fix coord value ignoring for default dims (2001)
• Fixed plot_posterior with boolean data (1707)
• Fix min_ess usage in plot_ess (2002)

• Fixed typo in Forestplot documentation
• Restructured contributing section and added several new pages to help contributing to docs (1903)