All Examples

Browse the MAPIE example galleries by topic.

Conformal Prediction for Regression

Prediction intervals for regression and time series.

Open Regression examples

Conformal Prediction for Classification

Prediction sets for single-label and multi-label classification.

Open Classification examples

Calibration

Calibration techniques and probabilistic prediction evaluation.

Open Calibration examples

Risk Control

Risk control methods for complex machine learning tasks.

Open Risk Control examples

Exchangeability Testing

Exchangeability testing and deployed-model monitoring examples.

Open Exchangeability Testing examples

Mondrian

Group-conditional conformal prediction examples.

Open Mondrian examples