📢 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.

3. Simulations from scientific articles

The following examples reproduce the simulations from the scientific articles that introduce the methods implemented in MAPIE for regression settings.

Predictive inference with the jackknife+, Foygel-Barber et al. (2020)

Predictive inference with the jackknife+, Foygel-Barber et al. (2020)

Adaptive conformal predictions for time series, Zaffran et al. (2022)

Adaptive conformal predictions for time series, Zaffran et al. (2022)

Predictive inference is free with the Jackknife+-after-Bootstrap, Kim et al. (2020)

Predictive inference is free with the Jackknife+-after-Bootstrap, Kim et al. (2020)