Time Series Forecasting, Bayesian Machine Learning.
your model; it tells us nothing about how well the parameters perform on unseen data (not to mention the parameters are fixed). with Pybats, it’s not really an “in-sample” prediction. It’s a one-step-ahead prediction starting from the beginning of the series and updating each parameter as you move