https://github.com/larsvanderlaan/selfcalibratingconformal

An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal prediction to deliver calibrated point predictions alongside prediction intervals with finite-sample validity conditional on these predictions.

calibration conformal-prediction isotonic-calibration prediction-intervals predictive-inference uncertainty-quantification venn-abers

Last synced: 25 Oct 2025