./math/py-arviz, Exploratory analysis of Bayesian models

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Branch: CURRENT, Version: 0.21.0, Package name: py312-arviz-0.21.0, Maintainer: minskim

ArviZ (pronounced "AR-vees") is a Python package for exploratory
analysis of Bayesian models. Includes functions for posterior
analysis, model checking, comparison and diagnostics.


Required to run:
[graphics/py-matplotlib] [devel/py-setuptools] [math/py-scipy] [math/py-numpy] [math/py-pandas] [devel/py-packaging] [lang/python37] [math/py-xarray] [math/py-netCDF4]

Required to build:
[pkgtools/cwrappers]

Master sites:

Filesize: 1549.074 KB

Version history: (Expand)

CVS history: (Expand)


   2025-04-15 18:10:42 by Adam Ciarcinski | Files touched by this commit (3) | Package updated
Log message:
py-arviz: updated to 0.21.0

v0.21.0 (2025 Mar 06)

New features

Maintenance and fixes
- Make `arviz.data.generate_dims_coords` handle `dims` and `default_dims` \ 
consistently
- Only emit a warning for custom groups in `InferenceData` when explicitly requested
- Splits Bayes Factor computation out from `az.plot_bf` into `az.bayes_factor`
- Update `method="sd"` of `mcse` to not use normality assumption
- Add exception in `az.plot_hdi` for `x` of type `str`

Documentation
- Add example of ECDF comparison plot to gallery
- Change Twitter to X, including the icon
- Update Bokeh link in Installation.rst
- Add missing periods to the ArviZ community page
- Fix missing docstring

v0.20.0 (2024 Sep 28)

New features
- Add optimized simultaneous ECDF confidence bands
- Add support for setting groups with `idata[group]`

Maintenance and fixes
- Make `dm-tree` and optional dependency
- Fix bug in `psislw` modifying input inplace
- Fix behaviour of two dimensional KDE plot with recent matplotlib releases
- Make defaults in `plot_compare` more intuitive

Documentation
- Added extensions of virtual environments in \ 
[.gitignore](https://github.com/arviz-devs/arviz/blob/main/.gitignore)
- Fixed the issue in the [Contribution References \ 
Documentation](https://python.arviz.org/en/latest/contributing/index.html)
- Improve docstrings for `loo` and `waic`
   2024-11-11 08:29:31 by Thomas Klausner | Files touched by this commit (862) 
Log message:
py-*: remove unused tool dependency

py-setuptools includes the py-wheel functionality nowadays
   2024-10-14 08:46:10 by Thomas Klausner | Files touched by this commit (325) 
Log message:
*: clean-up after python38 removal
   2024-08-06 08:26:09 by Adam Ciarcinski | Files touched by this commit (1) 
Log message:
py-arviz: added TEST_DEPENDS
   2024-08-05 22:42:07 by Adam Ciarcinski | Files touched by this commit (3) | Package updated
Log message:
py-arviz: updated to 0.19.0

v0.19.0 (2024 Jul 19)

New features
-  Use revised Pareto k threshold
-   Added arguments `ci_prob`, `eval_points`, `rvs`, and `random_state` to \ 
`plot_ecdf`
-   Deprecated rcParam `stats.hdi_prob` and replaced with `stats.ci_prob`
- Expose features from [arviz-base](https://arviz-base.readthedocs.io), \ 
[arviz-stats](https://arviz-stats.readthedocs.io) and \ 
[arviz-plots](https://arviz-plots.readthedocs.io) as `arviz.preview`
 submodule

Maintenance and fixes
- Ensure support with numpy 2.0
- Update testing strategy to include an environment without optional dependencies and
 an environment with [scientific python \ 
nightlies](https://anaconda.org/scientific-python-nightly-wheels)
- Address bokeh related deprecations

- Fix legend overwriting issue in `plot_trace`

Deprecation
-  Support for arrays and DataArrays in plot_khat has been deprecated. Only \ 
ELPDdata will be supported in the future
-  Removed arguments `values2`, `fpr`, `pointwise`, and `pit` in `plot_ecdf`

v0.18.0 (2024 Apr 4)

New features
- Add new example data `rugby_field` and update `rugby` example data
- Support for `pytree`s 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`
   2024-08-05 15:38:40 by Adam Ciarcinski | Files touched by this commit (1) 
Log message:
py-arviz: not for Python 3.9 anymore
   2023-08-02 01:20:57 by Thomas Klausner | Files touched by this commit (158) 
Log message:
*: remove more references to Python 3.7
   2023-07-01 10:37:47 by Thomas Klausner | Files touched by this commit (105) | Package updated
Log message:
*: restrict py-numpy users to 3.9+ in preparation for update