Conformal Prediction in Python with MAPIE 1.0: Distribution-Free Uncertainty Quantification (2026)
A practical 2026 guide to conformal prediction in Python with MAPIE 1.0: split conformal, CQR, APS/RAPS classification, alpha selection, and how to keep coverage under drift.