MAPIE (Mapping Prediction Intervals)

MAPIE (Mapping Prediction Intervals) is a scikit-learn-compatible Python library for estimating prediction intervals. It provides tools for both regression and classification tasks, leveraging conformal prediction methods to quantify uncertainty. The current version is 1.3.0, and the library maintains an active release cadence with several major and minor updates per year.