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Pretty and easy Bayesian estimation with data overlay

Project description

Bayes Window

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Pretty and easy hierarchical Bayesian or linear mixed effects estimation with data overlay

TODO

  • Less haphasard testing

  • Shrinkage layer: Should be as easy as alt.layer with unpooled model
    • Make sure + works well with facet

  • how is holoviz with coposite overlays? Maybe the facet method is not necessary then
  • delete facet attribute of chart if independent_axes=True

  • Formalize detailed data plot: trial-slope plus box. Try to add posteriors? see notebook

  • Random-effect plots (eg intercepts): bw.plot_extras?
    • see lfp notebook

  • Decide on Vega theme

Features

  • TODO

History

0.1.0 (2021-02-05)

  • First release on PyPI.

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