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
mapie.calibration
mapie.metrics.calibration
mapie.utils
train_conformalize_test_split()
mapie.utils.train_conformalize_test_split
The following examples present the main functionalities of MAPIE through basic quickstart calibration problems.
Testing for calibration in binary classification settings¶
The following examples use MAPIE for discussing more complex calibration problems.
Evaluating the asymptotic convergence of p-values¶
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