Time Series Analysis, Forecasting, Machine Learning, Conformal Prediction, Neuralprophet.
quite — remember, classical quantile regression does not produce calibrated Prediction Intervals. Just because we specified 5% and 95% quantiles as a wish list does not mean that 90% of test points will be within this Prediction Interval. This is where the magic of Conformal Prediction comes in —