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Published March 2, 2020 | Version 0.7.0
Software Open

arviz-devs/arviz: Beta release

Authors/Creators

  • 1. IMASL-CONICET
  • 2. Aalto University
  • 3. Bits Pilani
  • 4. @monetate
  • 5. @jitta

Description

Highlights
  • New defaults for cross validation: loo (old: waic) and log -scale (old: deviance -scale)
  • Extensions to InferenceData schema
    • Added support for out of sample posterior predictive with predictions group
    • Added storage support for pointwise log likelihood data from multiple variables with log_likelihood group
  • Improved legends: plot_density, plot_energy and plot_ess support interactive legends in Bokeh, automatic legend in plot_trace(..., compact=True) in matplotlib
  • Added transform argument to plotting functions
  • Better rcParams integration
Experimental features
  • Added arviz.wrappers module to allow ArviZ to refit the models if necessary
  • Added reloo function to ArviZ

See detailed change log

Files

arviz-devs/arviz-0.7.0.zip

Files (4.9 MB)

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md5:524b5ae5834e7128a08548c8f04e5fb0
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Additional details

Related works

Is supplement to
https://github.com/arviz-devs/arviz/tree/0.7.0 (URL)