api.rst

MAPIE API

mapie

Regression

regression.MapieRegressor regression.MapieQuantileRegressor regression.MapieTimeSeriesRegressor

Classification

classification.MapieClassifier

Multi-Label Classification

multi_label_classification.MapieMultiLabelClassifier

Calibration

calibration.MapieCalibrator

Metrics

metrics.classification_coverage_score metrics.classification_coverage_score_v2 metrics.classification_mean_width_score metrics.classification_ssc metrics.classification_ssc_score metrics.cumulative_differences metrics.expected_calibration_error metrics.hsic metrics.kolmogorov_smirnov_cdf metrics.kolmogorov_smirnov_p_value metrics.kolmogorov_smirnov_statistic metrics.kuiper_cdf metrics.kuiper_p_value metrics.kuiper_statistic metrics.length_scale metrics.regression_coverage_score metrics.regression_coverage_score_v2 metrics.regression_mean_width_score metrics.regression_ssc metrics.regression_ssc_score metrics.spiegelhalter_p_value metrics.spiegelhalter_statistic metrics.top_label_ece

Conformity scores

conformity_scores.AbsoluteConformityScore conformity_scores.GammaConformityScore conformity_scores.ResidualNormalisedScore

Resampling

subsample.BlockBootstrap subsample.Subsample