bayes-window 0.1.1

Pretty and easy Bayesian estimation with data overlay

Bayes Window

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

• Free software: MIT license

• Documentation: https://bayes-window.readthedocs.io.

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

  • related to https://github.com/vega/vega-lite/issues/4373#issuecomment-447726094

• 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.