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