MAPIE
v0.6.5
Getting Started
Quick Start with MAPIE
REGRESSION
Theoretical Description
Tutorial for tabular regression
Tutorial for conformalized quantile regression (CQR)
Tutorial for time series
Regression examples
Regression notebooks
CLASSIFICATION
Theoretical Description
Tutorial for classification
Cross-conformal for classification
Classification examples
Classification notebooks
MULTI-LABEL CLASSIFICATION
Theoretical Description
Tutorial for multilabel-classification
CALIBRATION
Theoretical Description
Calibration notebooks
API
MAPIE API
MAPIE
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Index
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Index
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A
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B
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C
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E
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F
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G
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H
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M
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P
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R
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S
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T
_
__init__() (mapie.calibration.MapieCalibrator method)
(mapie.classification.MapieClassifier method)
(mapie.conformity_scores.AbsoluteConformityScore method)
(mapie.conformity_scores.GammaConformityScore method)
(mapie.multi_label_classification.MapieMultiLabelClassifier method)
(mapie.regression.MapieQuantileRegressor method)
(mapie.regression.MapieRegressor method)
(mapie.regression.MapieTimeSeriesRegressor method)
(mapie.subsample.BlockBootstrap method)
(mapie.subsample.Subsample method)
A
AbsoluteConformityScore (class in mapie.conformity_scores)
B
BlockBootstrap (class in mapie.subsample)
C
classification_coverage_score() (in module mapie.metrics)
classification_coverage_score_v2() (in module mapie.metrics)
classification_mean_width_score() (in module mapie.metrics)
classification_ssc() (in module mapie.metrics)
classification_ssc_score() (in module mapie.metrics)
E
expected_calibration_error() (in module mapie.metrics)
F
fit() (mapie.calibration.MapieCalibrator method)
(mapie.classification.MapieClassifier method)
(mapie.multi_label_classification.MapieMultiLabelClassifier method)
(mapie.regression.MapieQuantileRegressor method)
(mapie.regression.MapieRegressor method)
(mapie.regression.MapieTimeSeriesRegressor method)
G
GammaConformityScore (class in mapie.conformity_scores)
get_estimation_distribution() (mapie.conformity_scores.AbsoluteConformityScore method)
(mapie.conformity_scores.GammaConformityScore method)
get_n_splits() (mapie.subsample.BlockBootstrap method)
(mapie.subsample.Subsample method)
get_signed_conformity_scores() (mapie.conformity_scores.AbsoluteConformityScore method)
(mapie.conformity_scores.GammaConformityScore method)
H
hsic() (in module mapie.metrics)
M
MapieCalibrator (class in mapie.calibration)
MapieClassifier (class in mapie.classification)
MapieMultiLabelClassifier (class in mapie.multi_label_classification)
MapieQuantileRegressor (class in mapie.regression)
MapieRegressor (class in mapie.regression)
MapieTimeSeriesRegressor (class in mapie.regression)
P
partial_fit() (mapie.multi_label_classification.MapieMultiLabelClassifier method)
(mapie.regression.MapieTimeSeriesRegressor method)
predict() (mapie.calibration.MapieCalibrator method)
(mapie.classification.MapieClassifier method)
(mapie.multi_label_classification.MapieMultiLabelClassifier method)
(mapie.regression.MapieQuantileRegressor method)
(mapie.regression.MapieRegressor method)
(mapie.regression.MapieTimeSeriesRegressor method)
predict_proba() (mapie.calibration.MapieCalibrator method)
R
regression_coverage_score() (in module mapie.metrics)
regression_coverage_score_v2() (in module mapie.metrics)
regression_mean_width_score() (in module mapie.metrics)
regression_ssc() (in module mapie.metrics)
regression_ssc_score() (in module mapie.metrics)
S
split() (mapie.subsample.BlockBootstrap method)
(mapie.subsample.Subsample method)
Subsample (class in mapie.subsample)
T
top_label_ece() (in module mapie.metrics)
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v: v0.6.5
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