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@ahartikainen ahartikainen released this 23 Mar 18:19
· 172 commits to main since this release
v0.12.0
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Learn about vigilant mode.

Change log

v0.12.0 (2022 Mar 23)

New features

  • 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)

Maintenance and fixes

  • 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)

Deprecation

Documentation

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