Index

_

__call__() (splitting.IdSplitter method) (splitting.KFoldSplitter method) (splitting.RandomSplitter method)

A

absolute_difference() (in module nonconformity_scores) AdaptiveEnbPI (class in deel.puncc.regression) alpha_calib_check() (in module deel.puncc.api.utils)

append_calibrator() (conformalization.CrossValCpAggregator method) append_predictor() (conformalization.CrossValCpAggregator method) APS (class in deel.puncc.classification)

B

barber_weights() (calibration.BaseCalibrator static method) BaseCalibrator (class in calibration)

BasePredictor (class in prediction) BaseSplitter (class in splitting)

C

calibrate() (calibration.BaseCalibrator method) (calibration.CvPlusCalibrator method) calibration module classification_mean_coverage() (in module metrics) classification_mean_size() (in module metrics) compute_quantile() (calibration.BaseCalibrator method) conformalization module ConformalPredictor (class in conformalization) constant_bbox() (in module prediction_sets)

constant_interval() (in module prediction_sets) copy() (experimental.TorchPredictor method) (prediction.BasePredictor method) (prediction.DualPredictor method) (prediction.IdPredictor method) (prediction.MeanVarPredictor method) CQR (class in deel.puncc.regression) cqr_interval() (in module prediction_sets) cqr_score() (in module nonconformity_scores) CrossValCpAggregator (class in conformalization) CVPlus (class in deel.puncc.regression) CvPlusCalibrator (class in calibration)

D

difference() (in module nonconformity_scores)

draw_bounding_box() (in module plotting) DualPredictor (class in prediction)

E

EnbPI (class in deel.puncc.regression)

experimental module

F

fit() (calibration.BaseCalibrator method) (calibration.CvPlusCalibrator method) (calibration.ScoreCalibrator method) (conformalization.ConformalPredictor method) (deel.puncc.anomaly_detection.SplitCAD method) (deel.puncc.classification.APS method) (deel.puncc.classification.LAC method) (deel.puncc.classification.RAPS method) (deel.puncc.object_detection.SplitBoxWise method) (deel.puncc.regression.AdaptiveEnbPI method) (deel.puncc.regression.CQR method) (deel.puncc.regression.CVPlus method) (deel.puncc.regression.EnbPI method) (deel.puncc.regression.LocallyAdaptiveCP method) (deel.puncc.regression.SplitCP method) (experimental.TorchPredictor method) (prediction.BasePredictor method) (prediction.DualPredictor method) (prediction.IdPredictor method) (prediction.MeanVarPredictor method)

G

get_is_trained() (prediction.BasePredictor method) (prediction.DualPredictor method) (prediction.IdPredictor method) (prediction.MeanVarPredictor method) get_nonconformity_scores() (calibration.BaseCalibrator method) (calibration.ScoreCalibrator method) (conformalization.ConformalPredictor method) (conformalization.CrossValCpAggregator method) (deel.puncc.classification.LAC method) (deel.puncc.object_detection.SplitBoxWise method) (deel.puncc.regression.CQR method) (deel.puncc.regression.CVPlus method) (deel.puncc.regression.LocallyAdaptiveCP method) (deel.puncc.regression.SplitCP method)

get_norm_weights() (calibration.BaseCalibrator method) get_weights() (conformalization.ConformalPredictor method) (conformalization.CrossValCpAggregator method)

I

IdPredictor (class in prediction) IdSplitter (class in splitting)

iou() (in module metrics) is_conformal() (calibration.ScoreCalibrator method)

K

KFoldSplitter (class in splitting)

L

LAC (class in deel.puncc.classification) lac_score() (in module nonconformity_scores)

lac_set() (in module prediction_sets) load() (conformalization.ConformalPredictor static method) LocallyAdaptiveCP (class in deel.puncc.regression)

M

MeanVarPredictor (class in prediction) metrics module module calibration conformalization experimental metrics nonconformity_scores plotting prediction prediction_sets

N

nonconformity_scores module

O

object_detection_mean_area() (in module metrics)

object_detection_mean_coverage() (in module metrics)

P

plot_prediction_intervals() (in module plotting) plotting module predict() (conformalization.ConformalPredictor method) (conformalization.CrossValCpAggregator method) (deel.puncc.anomaly_detection.SplitCAD method) (deel.puncc.classification.APS method) (deel.puncc.classification.LAC method) (deel.puncc.classification.RAPS method) (deel.puncc.object_detection.SplitBoxWise method) (deel.puncc.regression.AdaptiveEnbPI method) (deel.puncc.regression.CQR method) (deel.puncc.regression.CVPlus method) (deel.puncc.regression.EnbPI method) (deel.puncc.regression.LocallyAdaptiveCP method) (deel.puncc.regression.SplitCP method) (experimental.TorchPredictor method) (prediction.BasePredictor method) (prediction.DualPredictor method) (prediction.IdPredictor method) (prediction.MeanVarPredictor method)

predict_with_model() (prediction.IdPredictor method) prediction module prediction_sets module

Q

quantile() (in module deel.puncc.api.utils)

R

RandomSplitter (class in splitting) RAPS (class in deel.puncc.classification) raps_score() (in module nonconformity_scores) raps_score_builder() (in module nonconformity_scores)

raps_set() (in module prediction_sets) raps_set_builder() (in module prediction_sets) regression_ace() (in module metrics) regression_mean_coverage() (in module metrics) regression_sharpness() (in module metrics)

S

save() (conformalization.ConformalPredictor method) scaled_ad() (in module nonconformity_scores) scaled_bbox() (in module prediction_sets) scaled_bbox_difference() (in module nonconformity_scores) scaled_interval() (in module prediction_sets)

ScoreCalibrator (class in calibration) set_nonconformity_scores() (calibration.ScoreCalibrator method) set_norm_weights() (calibration.BaseCalibrator method) SplitBoxWise (class in deel.puncc.object_detection) SplitCAD (class in deel.puncc.anomaly_detection) SplitCP (class in deel.puncc.regression)

T

TorchPredictor (class in experimental)