Making Predictions with a Model

TODO: how to predict w/ MAP estimates and predictive distributions (predict, predictive_distribution, and plot_predictive_distribution)

Any Model

TODO: talk through how to use Model’s methods for prediction and sampling:

  • predict

  • log_prob / prob

  • predictive_sample

  • aleatoric_sample

  • epistemic_sample

  • pred_dist_plot

Continuous Model

TODO: talk through how to use

  • predictive_interval

  • aleatoric_interval

  • epistemic_interval

  • pred_dist_plot

  • predictive_prc