Index

B

bal_ibs() (in module survivors.metrics) bal_ibs_remain() (in module survivors.metrics) bal_ibs_WW() (in module survivors.metrics) base_model (survivors.external.parametric.CoxPH attribute) (survivors.external.parametric.LogLogisticAFT attribute) (survivors.external.parametric.LogNormalAFT attribute) (survivors.external.parametric.WeibullAFT attribute) BaseEnsemble (class in survivors.ensemble.base_ensemble)

BaseLeafModel (class in survivors.external.nonparametric) BaseLeafModeLL (class in survivors.external.nonparametric) BaseLeafModelOnlyHazard (class in survivors.external.nonparametric) BaseLeafModelOnlySurv (class in survivors.external.nonparametric) BaseMeaningLeafModel (class in survivors.external.nonparametric) BaseMixLeafModel (class in survivors.external.nonparametric) BaseNormalizedLeafModel (class in survivors.external.nonparametric) BootstrapCRAID (class in survivors.ensemble.bootstrap)

C

chi2_sf() (in module survivors.criteria) concordance_index() (in module survivors.metrics) count_confidence_interval() (survivors.external.nonparametric.KaplanMeier method)

CoxPH (class in survivors.external.parametric) CRAID (class in survivors.tree.decision_tree) CRITERIA_DICT (in module survivors.criteria) cut_tree() (survivors.tree.decision_tree.CRAID method)

D

delete_leaves_by_span() (survivors.tree.decision_tree.CRAID method)

DESCEND_METRICS (in module survivors.metrics)

E

Experiments (class in survivors.experiments.grid)

F

FastBaseEnsemble (class in survivors.ensemble.base_ensemble) find_best_split() (survivors.tree.node.Node method)

find_inverse_gamma() (in module survivors.criteria) fit_tree() (survivors.ensemble.bootstrap.ParallelBootstrapCRAID static method) FullProbKM (class in survivors.external.nonparametric)

G

generate_sample() (in module survivors.experiments.grid) get_bins() (in module survivors.constants) get_comb_fast() (survivors.tree.node.Node method) get_description() (survivors.tree.node.Node method) get_figure() (survivors.tree.node.Node method)

get_fit_eval_func() (in module survivors.experiments.grid) get_hazard_func() (in module survivors.metrics) get_name_file() (in module survivors.experiments.grid) get_spanning_leaf_numbers() (survivors.tree.decision_tree.CRAID method) get_survival_func() (in module survivors.metrics) get_y() (in module survivors.constants)

H

hazard_class (survivors.external.nonparametric.BaseLeafModel attribute) (survivors.external.nonparametric.BaseLeafModeLL attribute) (survivors.external.nonparametric.BaseLeafModelOnlyHazard attribute) (survivors.external.nonparametric.BaseMeaningLeafModel attribute) (survivors.external.nonparametric.BaseMixLeafModel attribute) (survivors.external.nonparametric.BaseNormalizedLeafModel attribute) (survivors.external.nonparametric.StableLeafModel attribute)

I

iauc() (in module survivors.metrics) iauc_TI() (in module survivors.metrics) iauc_WW() (in module survivors.metrics) iauc_WW_TI() (in module survivors.metrics)

ibs() (in module survivors.metrics) ibs_remain() (in module survivors.metrics) ibs_WW() (in module survivors.metrics) ind_for_nodes() (survivors.tree.node.Node method) ipa() (in module survivors.metrics)

K

KaplanMeier (class in survivors.external.nonparametric)

KaplanMeierZeroAfter (class in survivors.external.nonparametric) kl() (in module survivors.metrics)

L

LeafModel (class in survivors.external.leaf_model) load_actg_dataset() (in module survivors.datasets.other) load_flchain_dataset() (in module survivors.datasets.other) load_Framingham_dataset() (in module survivors.datasets.other) load_gbsg_dataset() (in module survivors.datasets.other) load_pbc_dataset() (in module survivors.datasets.other) load_rott2_dataset() (in module survivors.datasets.other)

load_scheme_dataset() (in module survivors.datasets.other) load_smarto_dataset() (in module survivors.datasets.other) load_support2_dataset() (in module survivors.datasets.other) load_wuhan_dataset() (in module survivors.datasets.other) loglikelihood() (in module survivors.metrics) LogLogisticAFT (class in survivors.external.parametric) LogNormalAFT (class in survivors.external.parametric)

M

MeaningLeafModel (class in survivors.external.leaf_model) METRIC_DICT (in module survivors.metrics) MixLeafModel (class in survivors.external.leaf_model) module survivors.constants survivors.criteria survivors.datasets.other survivors.ensemble.base_ensemble survivors.ensemble.bootstrap survivors.experiments.grid survivors.external.leaf_model survivors.external.nonparametric survivors.external.parametric survivors.metrics survivors.tree.decision_tree survivors.tree.node survivors.visualize.base survivors.visualize.comparison

N

NelsonAalen (class in survivors.external.nonparametric) Node (class in survivors.tree.node)

NonparamLeafModel (class in survivors.external.leaf_model) NormalizedLeafModel (class in survivors.external.leaf_model)

P

ParallelBootstrapCRAID (class in survivors.ensemble.bootstrap) ParametricLifelinesBase (class in survivors.external.parametric) pd_to_xy() (in module survivors.constants) plot_func_comparison() (in module survivors.visualize.comparison) plot_metric_comparison() (in module survivors.visualize.comparison) plot_survival_function() (in module survivors.visualize.base)

polyval() (in module survivors.criteria) predict() (survivors.tree.decision_tree.CRAID method) (survivors.tree.node.Node method) predict_at_times() (survivors.tree.decision_tree.CRAID method) predict_scheme() (survivors.tree.node.Node method) prepare_sample() (in module survivors.experiments.grid) print() (survivors.tree.node.Rule method)

R

RANDOM_STATE (in module survivors.constants)

Rule (class in survivors.tree.node)

S

set_dot_edges() (survivors.tree.node.Node method) set_dot_node() (survivors.tree.node.Node method) split() (survivors.tree.node.Node method) StableLeafModel (class in survivors.external.leaf_model) (class in survivors.external.nonparametric) survival_class (survivors.external.nonparametric.BaseLeafModel attribute) (survivors.external.nonparametric.BaseLeafModeLL attribute) (survivors.external.nonparametric.BaseLeafModelOnlySurv attribute) (survivors.external.nonparametric.BaseMeaningLeafModel attribute) (survivors.external.nonparametric.BaseMixLeafModel attribute) (survivors.external.nonparametric.BaseNormalizedLeafModel attribute) (survivors.external.nonparametric.StableLeafModel attribute) survivors.constants module survivors.criteria module survivors.datasets.other module survivors.ensemble.base_ensemble module

survivors.ensemble.bootstrap module survivors.experiments.grid module survivors.external.leaf_model module survivors.external.nonparametric module survivors.external.parametric module survivors.metrics module survivors.tree.decision_tree module survivors.tree.node module survivors.visualize.base module survivors.visualize.comparison module

T

TIME_NAME (in module survivors.constants) translate() (survivors.tree.decision_tree.CRAID method) (survivors.tree.node.Node method) (survivors.tree.node.Rule method)

V

visualize() (survivors.tree.decision_tree.CRAID method)

W

WeibullAFT (class in survivors.external.parametric)

weight_lr_fast() (in module survivors.criteria)