Conditional CP Examples

Examples demonstrating conditional conformal prediction with MAPIE.

Quickstart

Basic examples to get started with conditional conformal prediction.

Group-conditional prediction sets (classification)

Group-conditional prediction intervals (regression)

Advanced Analysis

In-depth tutorials for conditional conformal prediction.

Group-conditional prediction sets (advanced)

Group-conditional prediction intervals (advanced)

Conditional conformal prediction (real data)

Conditional coverage metrics

Tutorial: how to ensure fairness across groups with Mondrian

Scientific Articles

Reproductions of simulations from papers on conditional conformal prediction.

Reproduction of experiments of Gibbs et al. (2023)

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