Index

A

add() (DisTreebution.CRPSRT.FenwickTree.FenwickTree method) (DisTreebution.CRPSRT.WBTree.WBTree method)

asymmetric() (in module DisTreebution.UQ.datasets)

B

bimodal() (in module DisTreebution.UQ.datasets) bubbleup() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap)

bubbleupmax() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) bubbleupmin() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap)

C

calcweight() (DisTreebution.CRPSRT.WBTree.WBTree.Node method) candes_sesia() (in module DisTreebution.UQ.datasets) clear() (DisTreebution.CRPSRT.WBTree.WBTree method) compute_crps() (in module DisTreebution.UQ.utils) compute_group_width_coverage() (DisTreebution.UQ.UQ.UQ method) compute_width_coverage() (DisTreebution.UQ.UQ.UQ method) Conformalisation (class in DisTreebution.UQ.Conformalisation)

Conformalisation_CQR (class in DisTreebution.UQ.Conformalisation_CQR) Conformalisation_distributional (class in DisTreebution.UQ.Conformalisation_distributional) conformalize() (DisTreebution.UQ.UQ.UQ method) conformalize_split() (DisTreebution.UQ.Conformalisation_CQR.Conformalisation_CQR method) (DisTreebution.UQ.Conformalisation_distributional.Conformalisation_distributional method) conformalize_split_group_coverage() (DisTreebution.UQ.Conformalisation_CQR.Conformalisation_CQR method) (DisTreebution.UQ.Conformalisation_distributional.Conformalisation_distributional method) crps_from_quantiles() (in module DisTreebution.UQ.utils)

D

DisTreebution module DisTreebution.CRPSRT module DisTreebution.CRPSRT.entropies_CRPS module DisTreebution.CRPSRT.FenwickTree module DisTreebution.CRPSRT.MinMaxHeap module DisTreebution.CRPSRT.RegressionTree module DisTreebution.CRPSRT.WBTree module DisTreebution.QRT module DisTreebution.QRT.entropies_MultiQuantiles module DisTreebution.QRT.MinMaxHeap module DisTreebution.QRT.RegressionTreeQuantile module

DisTreebution.RT module DisTreebution.RT.entropies_Quadratic module DisTreebution.RT.RegressionTreeQuadratic module DisTreebution.UQ module DisTreebution.UQ.Conformalisation module DisTreebution.UQ.Conformalisation_CQR module DisTreebution.UQ.Conformalisation_distributional module DisTreebution.UQ.datasets module DisTreebution.UQ.UQ module DisTreebution.UQ.utils module

E

entropies_CRPS() (in module DisTreebution.CRPSRT.entropies_CRPS) entropies_MultiQuantiles() (in module DisTreebution.QRT.entropies_MultiQuantiles)

entropies_Quadratic() (in module DisTreebution.RT.entropies_Quadratic) EQ (DisTreebution.CRPSRT.WBTree.WBTree attribute) EQG (DisTreebution.CRPSRT.WBTree.WBTree attribute)

F

FenwickTree (class in DisTreebution.CRPSRT.FenwickTree) filter_dict() (in module DisTreebution.UQ.utils) find() (DisTreebution.CRPSRT.WBTree.WBTree method) find_best_split() (DisTreebution.CRPSRT.RegressionTree.RegressionTree method), [1] (DisTreebution.QRT.RegressionTreeQuantile.RegressionTreeQuantile method) (DisTreebution.RT.RegressionTreeQuadratic.RegressionTreeQuadratic method)

first() (DisTreebution.CRPSRT.WBTree.WBTree method) fit() (DisTreebution.CRPSRT.RegressionTree.RegressionTree method), [1] (DisTreebution.QRT.RegressionTreeQuantile.RegressionTreeQuantile method) (DisTreebution.RT.RegressionTreeQuadratic.RegressionTreeQuadratic method) frequencies() (DisTreebution.CRPSRT.FenwickTree.FenwickTree method)

G

GE (DisTreebution.CRPSRT.WBTree.WBTree attribute) get_entropy() (in module DisTreebution.QRT.entropies_MultiQuantiles) get_entropy_multiquantiles() (in module DisTreebution.QRT.entropies_MultiQuantiles) get_low_up_score() (DisTreebution.UQ.Conformalisation_CQR.Conformalisation_CQR method) (DisTreebution.UQ.Conformalisation_distributional.Conformalisation_distributional method) get_low_up_test_i() (DisTreebution.UQ.Conformalisation_CQR.Conformalisation_CQR method) (DisTreebution.UQ.Conformalisation_distributional.Conformalisation_distributional method) get_max_heaps_minus() (in module DisTreebution.QRT.entropies_MultiQuantiles) get_min_heaps_plus() (in module DisTreebution.QRT.entropies_MultiQuantiles)

get_quantile() (in module DisTreebution.UQ.Conformalisation) get_quantile_estimate() (DisTreebution.UQ.UQ.UQ method) get_values_leaf() (DisTreebution.CRPSRT.RegressionTree.RegressionTree method), [1] (DisTreebution.QRT.RegressionTreeQuantile.RegressionTreeQuantile method) (DisTreebution.RT.RegressionTreeQuadratic.RegressionTreeQuadratic method) get_values_leaf_and_groups() (DisTreebution.CRPSRT.RegressionTree.RegressionTree method), [1] (DisTreebution.QRT.RegressionTreeQuantile.RegressionTreeQuantile method) (DisTreebution.RT.RegressionTreeQuadratic.RegressionTreeQuadratic method) griewank() (in module DisTreebution.UQ.datasets) GT (DisTreebution.CRPSRT.WBTree.WBTree attribute)

H

heteroscedastic() (in module DisTreebution.UQ.datasets)

homoscedastic() (in module DisTreebution.UQ.datasets)

I

index() (DisTreebution.CRPSRT.WBTree.WBTree.Node method) init() (DisTreebution.CRPSRT.FenwickTree.FenwickTree method) insert() (DisTreebution.CRPSRT.MinMaxHeap.MinMaxHeap method) (DisTreebution.QRT.MinMaxHeap.MinMaxHeap method) (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap)

L

last() (DisTreebution.CRPSRT.WBTree.WBTree method) LE (DisTreebution.CRPSRT.WBTree.WBTree attribute) level() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap)

level2idx() (in module DisTreebution.QRT.entropies_MultiQuantiles) (in module DisTreebution.UQ.datasets) load_dataset() (in module DisTreebution.UQ.utils) LOO_quantiles() (in module DisTreebution.QRT.entropies_MultiQuantiles) LT (DisTreebution.CRPSRT.WBTree.WBTree attribute)

M

michalewicz() (in module DisTreebution.UQ.datasets) MinMaxHeap (class in DisTreebution.CRPSRT.MinMaxHeap) (class in DisTreebution.QRT.MinMaxHeap) minmaxheapproperty() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) module DisTreebution DisTreebution.CRPSRT DisTreebution.CRPSRT.entropies_CRPS DisTreebution.CRPSRT.FenwickTree DisTreebution.CRPSRT.MinMaxHeap DisTreebution.CRPSRT.RegressionTree DisTreebution.CRPSRT.WBTree DisTreebution.QRT DisTreebution.QRT.entropies_MultiQuantiles DisTreebution.QRT.MinMaxHeap DisTreebution.QRT.RegressionTreeQuantile DisTreebution.RT DisTreebution.RT.entropies_Quadratic DisTreebution.RT.RegressionTreeQuadratic DisTreebution.UQ DisTreebution.UQ.Conformalisation DisTreebution.UQ.Conformalisation_CQR DisTreebution.UQ.Conformalisation_distributional DisTreebution.UQ.datasets DisTreebution.UQ.UQ DisTreebution.UQ.utils

N

next() (DisTreebution.CRPSRT.WBTree.WBTree.Node method)

O

OLD_LOO_quantiles() (in module DisTreebution.QRT.entropies_MultiQuantiles)

operation_leaf() (DisTreebution.UQ.Conformalisation.Conformalisation method), [1]

P

peekmax() (DisTreebution.CRPSRT.MinMaxHeap.MinMaxHeap method) (DisTreebution.QRT.MinMaxHeap.MinMaxHeap method) (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) peekmin() (DisTreebution.CRPSRT.MinMaxHeap.MinMaxHeap method) (DisTreebution.QRT.MinMaxHeap.MinMaxHeap method) (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) popmax() (DisTreebution.CRPSRT.MinMaxHeap.MinMaxHeap method) (DisTreebution.QRT.MinMaxHeap.MinMaxHeap method) popmin() (DisTreebution.CRPSRT.MinMaxHeap.MinMaxHeap method) (DisTreebution.QRT.MinMaxHeap.MinMaxHeap method)

predict() (DisTreebution.CRPSRT.RegressionTree.RegressionTree method), [1] (DisTreebution.QRT.RegressionTreeQuantile.RegressionTreeQuantile method) predict_conformal_set() (DisTreebution.UQ.UQ.UQ method) predict_conformal_set_split() (DisTreebution.UQ.Conformalisation_CQR.Conformalisation_CQR method) (DisTreebution.UQ.Conformalisation_distributional.Conformalisation_distributional method) predict_conformal_set_split_group_coverage() (DisTreebution.UQ.Conformalisation_CQR.Conformalisation_CQR method) (DisTreebution.UQ.Conformalisation_distributional.Conformalisation_distributional method) prefix_sum() (DisTreebution.CRPSRT.FenwickTree.FenwickTree method) preprocess_trees() (DisTreebution.UQ.Conformalisation.Conformalisation method), [1] preprocess_trees_with_groups() (DisTreebution.UQ.Conformalisation.Conformalisation method), [1] prev() (DisTreebution.CRPSRT.WBTree.WBTree.Node method)

R

range_sum() (DisTreebution.CRPSRT.FenwickTree.FenwickTree method) rebalance() (DisTreebution.CRPSRT.WBTree.WBTree method) RegressionTree (class in DisTreebution.CRPSRT.RegressionTree) RegressionTreeQuadratic (class in DisTreebution.RT.RegressionTreeQuadratic) RegressionTreeQuantile (class in DisTreebution.QRT.RegressionTreeQuantile) remove() (DisTreebution.CRPSRT.WBTree.WBTree method)

removemax() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) removemin() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) removenode() (DisTreebution.CRPSRT.WBTree.WBTree method) rotleft() (DisTreebution.CRPSRT.WBTree.WBTree.Node method) rotright() (DisTreebution.CRPSRT.WBTree.WBTree.Node method)

S

sales() (in module DisTreebution.UQ.datasets)

sine_skew() (in module DisTreebution.UQ.datasets)

T

test() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) test_heap() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) train_trees() (DisTreebution.UQ.UQ.UQ method)

trickledown() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) trickledownmax() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap) trickledownmin() (in module DisTreebution.CRPSRT.MinMaxHeap) (in module DisTreebution.QRT.MinMaxHeap)

U

UQ (class in DisTreebution.UQ.UQ)

W

WBTree (class in DisTreebution.CRPSRT.WBTree)

WBTree.Node (class in DisTreebution.CRPSRT.WBTree)