Getting Started
Measure predictions uncertainty
Control prediction errors
Calibrate multi-class predictions
Question & Answers
API
mapie.regression
mapie.metrics.regression
mapie.conformity_scores
mapie.subsample
mapie.classification
mapie.metrics.classification
mapie.risk_control
PrecisionRecallController
mapie.risk_control.PrecisionRecallController
BinaryClassificationController
mapie.risk_control.BinaryClassificationController
BinaryClassificationRisk
mapie.risk_control.BinaryClassificationRisk
mapie.calibration
mapie.metrics.calibration
mapie.utils
train_conformalize_test_split()
mapie.utils.train_conformalize_test_split
The following examples use MAPIE for discussing more complex calibration problems.
Evaluating the asymptotic convergence of p-values
