Exchangeability Testing Examples

Examples demonstrating exchangeability testing tools with MAPIE.

Quickstart

Basic examples for exchangeability testing.

Exchangeability testing on a fixed dataset

Exchangeability testing on an online stream

Detect harmful shifts with RiskMonitoring

Advanced Analysis

In-depth tutorials and advanced exchangeability testing techniques.

Online martingale exchangeability tests for a deployed classifier

Online martingale exchangeability tests for a deployed regressor

Permutation test for exchangeability

Permutation test with a fitted classifier

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