Index

_

__init__() (pitci.base.AbsoluteErrorConformalPredictor method) (pitci.base.ConformalPredictor method) (pitci.base.LeafNodeScaledConformalPredictor method) (pitci.base.SplitConformalPredictorMixin method) (pitci.lightgbm.LGBMBoosterAbsoluteErrorConformalPredictor method) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor method) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBoosterAbsoluteErrorConformalPredictor method) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBSklearnAbsoluteErrorConformalPredictor method) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor method)

__version__ (pitci.base.AbsoluteErrorConformalPredictor attribute) (pitci.base.ConformalPredictor attribute) (pitci.base.LeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterAbsoluteErrorConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBSklearnAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor attribute)

A

AbsoluteErrorConformalPredictor (class in pitci.base) alpha (pitci.base.AbsoluteErrorConformalPredictor attribute) (pitci.base.LeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterAbsoluteErrorConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBSklearnAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor attribute)

B

baseline_interval (pitci.base.AbsoluteErrorConformalPredictor attribute) (pitci.base.LeafNodeScaledConformalPredictor attribute) (pitci.base.SplitConformalPredictorMixin attribute) (pitci.lightgbm.LGBMBoosterAbsoluteErrorConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBSklearnAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor attribute)

bin_quantiles (pitci.base.SplitConformalPredictorMixin attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute)

C

calibrate() (pitci.base.AbsoluteErrorConformalPredictor method) (pitci.base.ConformalPredictor method) (pitci.base.LeafNodeScaledConformalPredictor method) (pitci.lightgbm.LGBMBoosterAbsoluteErrorConformalPredictor method) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor method) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBoosterAbsoluteErrorConformalPredictor method) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBSklearnAbsoluteErrorConformalPredictor method) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor method)

check_interval_width() (in module pitci.helpers) check_response_within_interval() (in module pitci.helpers) ConformalPredictor (class in pitci.base) create_interval_buckets() (in module pitci.helpers)

G

gather_intervals() (in module pitci.helpers) get_absolute_error_conformal_predictor() (in module pitci.dispatchers)

get_leaf_node_scaled_conformal_predictor() (in module pitci.dispatchers) get_split_leaf_node_scaled_conformal_predictor() (in module pitci.dispatchers)

L

leaf_node_counts (pitci.base.LeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor attribute)

LeafNodeScaledConformalPredictor (class in pitci.base) LGBMBoosterAbsoluteErrorConformalPredictor (class in pitci.lightgbm) LGBMBoosterLeafNodeScaledConformalPredictor (class in pitci.lightgbm) LGBMBoosterSplitLeafNodeScaledConformalPredictor (class in pitci.lightgbm)

M

model (pitci.base.AbsoluteErrorConformalPredictor attribute) (pitci.base.ConformalPredictor attribute) (pitci.base.LeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterAbsoluteErrorConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBSklearnAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor attribute)

N

n_bins (pitci.base.SplitConformalPredictorMixin attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute)

P

predict_with_interval() (pitci.base.AbsoluteErrorConformalPredictor method) (pitci.base.ConformalPredictor method) (pitci.base.LeafNodeScaledConformalPredictor method) (pitci.lightgbm.LGBMBoosterAbsoluteErrorConformalPredictor method) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor method) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBoosterAbsoluteErrorConformalPredictor method) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor method) (pitci.xgboost.XGBSklearnAbsoluteErrorConformalPredictor method) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor method)

prepare_prediction_interval_df() (in module pitci.helpers)

S

scaling_factor_cut_points (pitci.base.SplitConformalPredictorMixin attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute) SplitConformalPredictorMixin (class in pitci.base) SUPPORTED_OBJECTIVES (pitci.lightgbm.LGBMBoosterAbsoluteErrorConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterLeafNodeScaledConformalPredictor attribute) (pitci.lightgbm.LGBMBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBoosterLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBoosterSplitLeafNodeScaledConformalPredictor attribute) (pitci.xgboost.XGBSklearnAbsoluteErrorConformalPredictor attribute) (pitci.xgboost.XGBSklearnLeafNodeScaledConformalPredictor attribute)

X

XGBoosterAbsoluteErrorConformalPredictor (class in pitci.xgboost) XGBoosterLeafNodeScaledConformalPredictor (class in pitci.xgboost)

XGBoosterSplitLeafNodeScaledConformalPredictor (class in pitci.xgboost) XGBSklearnAbsoluteErrorConformalPredictor (class in pitci.xgboost) XGBSklearnLeafNodeScaledConformalPredictor (class in pitci.xgboost)