Bayes Window

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

• Free software: MIT license
• Documentation: https://mmyros.github.io/bayes-book/index.html

INSTALLATION

For gpu: `pip install --upgrade "jax[cuda102]" -f https://storage.googleapis.com/jax-releases/jax_releases.html` or cudaXXX from nvcc --version

Features

See extensive examples https://mmyros.github.io/bayes-book/index.html

TODO

• Fit checks for LME under plot_diagnostics()
• Posterior predictive to mimic data plot
• Less haphazard testing
• Shrinkage layer: Should be as easy as alt.layer with unpooled model
• Prior predictive and posterior predictive plots
• wait for resolution to vega/vega-lite#4373 (comment)
• Random-effect plots (eg intercepts): bw.plot_extras?
• Decide on Vega theme