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Published February 19, 2023 | Version v0.15.0
Software Open

ArviZ

Creators

  • 1. IMASL-CONICET
  • 2. @lumoanalytics
  • 3. Google
  • 4. Bits Pilani
  • 5. Indian Institute of Technology, Kanpur
  • 6. Monetate
  • 7. @mlcolab
  • 8. @Browserstack
  • 9. Rattle
  • 10. @pymc-labs
  • 11. AMDI
  • 12. Quansight
  • 13. Forschungszentrum Jülich GmbH

Description

v0.15.0 (2023 Feb 15) 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  • Fix reloo outdated usage of ELPDData (2158)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: https://github.com/arviz-devs/arviz/compare/v0.14.0...v0.15.0

Notes

If you use this software, please cite it as below.

Files

arviz-devs/arviz-v0.15.0.zip

Files (9.6 MB)

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md5:f6e837b8cdff743739f195a8d04a6822
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Additional details

Related works

Is supplement to
https://github.com/arviz-devs/arviz/tree/v0.15.0 (URL)