Time Series Forecasting with Conformal Prediction Intervals: Scikit-Learn is All you Need

Accurate Uncertainty Quantification with MAPIE and TSPIRAL

Photo by Lucas George Wendt on Unsplash

When carrying out a time series forecasting task we are used to developing solutions that produce point-wise estimations of future observations. That’s correct and, if properly validated, they may positively impact…