Changelog for python311-arviz-0.20.0-1.3.noarch.rpm :

* Sun Oct 06 2024 Ben Greiner - Update to 0.20.0 [#]#New features
* Add optimized simultaneous ECDF confidence bands (2368)
* Add support for setting groups with idata[group] (2374) [#]# Maintenance and fixes
* Make dm-tree and optional dependency (2379)
* Fix bug in psislw modifying input inplace (2377)
* Fix behaviour of two dimensional KDE plot with recent matplotlib releases (2383)
* Make defaults in plot_compare more intuitive (2388) [#]# Documentation
* Added extensions of virtual environments in .gitignore (2371)
* Fixed the issue in the Contribution References Documentation (2369)
* Improve docstrings for loo and waic (2366)- Release 0.19.0 [#]# New Features
* Use revised Pareto k threshold (2349)
* Added arguments ci_prob, eval_points, rvs, and random_state to plot_ecdf (2316)
* Deprecated rcParam stats.hdi_prob and replaced with stats.ci_prob (2316)
* Expose features from arviz-base, arviz-stats and arviz-plots as arviz.preview submodule (2361) [#]# Maintenance and fixes
* Ensure support with numpy 2.0 (2321)
* Update testing strategy to include an environment without optional dependencies and an environment with scientific python nightlies (2321)
* Address bokeh related deprecations (2362)
* Fix legend overwriting issue in plot_trace (2334) [#]# Deprecation
* Support for arrays and DataArrays in plot_khat has been deprecated. Only ELPDdata will be supported in the future (2349)
* Removed arguments values2, fpr, pointwise, and pit in plot_ecdf (2316)- Update test setup
* Disable numba test due to missing compatibility with numpy 2.1
* Remove old bokeh test skips
* Add netCDF4 to tests
* Run in parallel with pytest-xdist
* Thu Jul 11 2024 Steve Kowalik - Update to 0.18.0:
* New features + Add new example data rugby_field and update rugby example data + Support for pytrees and robust to nested dictionaries. + Add .close method to InferenceData
* Maintenance and fixes + Fix deprecation warnings in multiple dependencies
* Deprecation + Removed arguments values2, fpr, pointwise, npoints, and pit in plot_ecdf- Restrict numpy to < 2.
* Mon Mar 18 2024 Dirk Müller - update to 0.17.1:
* Fix deprecations introduced in latest pandas and xarray versions, and prepare for numpy 2.0 ones (2315))
* Refactor ECDF code
* Fix `plot_forest` when Numba is installed
* Sat Mar 02 2024 Ben Greiner - Skip python39: no xarray anymore- Build PEP517 wheel- Skip a failing bokeh test
* Sat Jan 20 2024 Dirk Müller - update to 0.17.0:
* Add prior sensitivity diagnostic `psens`
* Add filter_vars functionality to `InfereceData.to_dataframe`method
* Update requirements: matplotlib>=3.5, pandas>=1.4.0, numpy>=1.22.0
* Fix behaviour of `plot_ppc` when dimension order isn\'t `chain, draw, ...`
* Avoid repeating the variable name in `plot_ppc`, `plot_bpv`, `plot_loo_pit`... when repeated.
* Add support for the latest CmdStanPy.
* Fix import error on windows due to missing encoding argument
* Add ``__delitem__`` method to InferenceData
* Improve the docstring of `psislw`
* Rerun the quickstart and working with InferenceData notebooks
* Several fixes in `plot_ppc` docstring
* Wed Jul 26 2023 Dirk Müller - update to 0.16.1:
* Fix Numba deprecation errors and incorrect nopython usage
* Rerun Numba notebook
* Sun Jul 16 2023 Dirk Müller - update to 0.16.0:
* Add InferenceData<->DataTree conversion functions (2253)
* Bayes Factor plot: Use arviz\'s kde instead of the one from scipy (2237)
* InferenceData objects can now be appended to existing netCDF4 files and to specific groups within them (2227)
* Added facade functions `az.to_zarr` and `az.from_zarr` (2236)
* Replace deprecated np.product with np.prod (2249)
* Fix numba deprecation warning (2246)
* Fixes for creating numpy object array (2233 and 2239)
* Adapt histograms generated by plot_dist to input dtype (2247)
* Fri Jun 02 2023 Steve Kowalik - No longer skip Python 3.8 and 3.11.- Add missing BuildRequires on dask-array.
* Wed Mar 22 2023 Daniel Garcia - skip python 3.11 and python 3.8 because some dependencies doesn\'t support that python versions- Update to 0.15.1 - Fix memory usage and improve efficiency in `from_emcee` ([2215](https://github.com/arviz-devs/arviz/pull/2215)) - Lower pandas version needed ([2217](https://github.com/arviz-devs/arviz/pull/2217))- 0.15.0 - Adds Savage-Dickey density ratio plot for Bayes factor approximation. ([2037](https://github.com/arviz-devs/arviz/pull/2037), [2152](https://github.com/arviz-devs/arviz/pull/2152)) - Add `CmdStanPySamplingWrapper` and `PyMCSamplingWrapper` classes ([2158](https://github.com/arviz-devs/arviz/pull/2158)) - Changed dependency on netcdf4-python to h5netcdf ([2122](https://github.com/arviz-devs/arviz/pull/2122)) - Fix `reloo` outdated usage of `ELPDData` ([2158](https://github.com/arviz-devs/arviz/pull/2158)) - plot_bpv smooth discrete data only when computing u_values ([2179](https://github.com/arviz-devs/arviz/pull/2179)) - Fix bug when beanmachine objects lack some fields ([2154](https://github.com/arviz-devs/arviz/pull/2154)) - Fix gap for `plot_trace` with option `kind=\"rank_bars\"` ([2180](https://github.com/arviz-devs/arviz/pull/2180)) - Fix `plot_lm` unsupported usage of `np.tile` ([2186](https://github.com/arviz-devs/arviz/pull/2186)) - Update `_z_scale` to work with SciPy 1.10 ([2186](https://github.com/arviz-devs/arviz/pull/2186)) - Fix bug in BaseLabeller when combining with with NoVarLabeller ([2200](https://github.com/arviz-devs/arviz/pull/2200))
* Thu Nov 24 2022 Daniel Garcia - Update to 0.14.0
* Add weight_predictions function to allow generation of weighted predictions from two or more InfereceData with posterior_predictive groups and a set of weights (2147)
* Add Savage-Dickey density ratio plot for Bayes factor approximation. (2037, [2152](#2152)
* Adds rug plot for observed variables to plot_ppc. (2161)
* Fix dimension ordering for plot_trace with divergences (2151)- v0.13.0 (2022 Oct 22)
* Add side argument to plot_violin to allow single-sided violin plots (1996)
* Added support for Bean Machine via the function from_beanmachine. (2107
* Add support for warmup samples in from_pystan for PyStan 3. (2132
* Add exception in az.plot_hdi for x of type np.datetime64 and smooth=True (2016)
* Change ax.plot usage to ax.scatter in plot_pair (1990)
* Example data has been moved to the arviz_example_data repository and is now included using git subtree. (2096 and 2105)
* Bokeh kde contour plots started to use contourpy package (2104)
* Update default Bokeh markers for rcparams (2104)
* Correctly (re)order dimensions for bfmi and plot_energy (2126)
* Fix bug with the dimension order dependency (2103)
* Add testing module for labeller classes (2095)
* Skip compression for object dtype while creating a netcdf file (2129)
* Fix issue in dim generation when default dims are present in user inputed dims (2138)
* Save InferenceData level attrs to netcdf and zarr (2131)
* Update tests and docs for updated example data (2137)
* Copy coords before modifying in ppcplot (2160)
* Removed fill_last, contour and plot_kwargs arguments from plot_pair function (2085)
* Add translation overview to contributing guide (2041)
* Improve how to release page (2144)- v0.12.1 (2022 May 12)
* Add stat_focus argument to arviz.summary (1998)
* psislw now smooths log-weights even when shape is lower than 1/3(2011)
* Fixes from_cmdstanpy, handles parameter vectors of length 1 (2023)
* Fix typo in BaseLabeller that broke NoVarLabeller (2018)
* Adding plotting guides (2025)
* Update links to use new domain (2013)- v0.12.0 (2022 Mar 23)
* 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)
* Sat Mar 05 2022 Atri Bhattacharya - Update to version 0.11.4:
* Fix standard deviation code in density utils
* Thu Jan 14 2021 Atri Bhattacharya - Initial package.