📢 Notice:
The MAPIE documentation for versions up to 1.4.0 is hosted here.

Starting from version 1.5.0, the documentation has moved to:
scikit-learn-contrib.github.io/MAPIE

This Read the Docs site will not receive updates for versions 1.5.0 and above.

2. Advanced analysis

The following examples use MAPIE for discussing more complex exchangeability testing problems.

Permutation test with a fitted classifier

Permutation test with a fitted classifier

Online martingale exchangeability tests for a deployed regressor

Online martingale exchangeability tests for a deployed regressor

Permutation test for exchangeability

Permutation test for exchangeability

Online martingale exchangeability tests for a deployed classifier

Online martingale exchangeability tests for a deployed classifier