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arviz-devs/arviz: Beta release

Osvaldo Martin; Colin; Ari Hartikainen; Ravin Kumar; Oriol Abril-Pla; Piyush Gautam; Moritz Freidank; Aniruddha Banerjea; Nitish Pasricha; rpgoldman; Austin Rochford; Agustina Arroyuelo; Volodymyr (Vlad) Kazantsev; Du Phan; amukh18; Alexandre ANDORRA; Thummanoon Kunanuntakij; Matt Boggess; Smit Sanghavi; Thomas Wiecki; Michael Osthege; Adrian Seyboldt; GWeindel; Hector; Justin Bois; Kyle Beauchamp; Michael Nowotny; Paul Anzel; Raúl Peralta Lozada; Seth Axen


  • loo-pit plot implemented
  • html_repr of InferenceData objects for jupyter notebooks
  • Support for PyJAGS
  • from_pymc3 automatically retrieves coords and dims from model context
  • plot_trace now supports multiple aesthetics to identify chain and variable shape and supports matplotlib aliases
  • plot_hdi can now take already computed HDI values
  • from_pymc3 without a model context available raises aFutureWarning and will be deprecated in a future version
  • In plot_trace, chain_prop and compact_prop as tuples will now raise a FutureWarning
  • hdi with 2d data raises a FutureWarning

See detailed change log

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