API Reference

API Reference

• Constants
  • RANDOM_STATE
  • TIME_NAME
  • get_bins()
  • get_y()
  • pd_to_xy()
• Metrics
  • DESCEND_METRICS
  • METRIC_DICT
  • bal_ibs()
  • bal_ibs_WW()
  • bal_ibs_remain()
  • concordance_index()
  • get_hazard_func()
  • get_survival_func()
  • iauc()
  • iauc_TI()
  • iauc_WW()
  • iauc_WW_TI()
  • ibs()
  • ibs_WW()
  • ibs_remain()
  • ipa()
  • kl()
  • loglikelihood()
• Criteria
  • CRITERIA_DICT
  • chi2_sf()
  • find_inverse_gamma()
  • polyval()
  • weight_lr_fast()
• Visualize
  • plot_survival_function()
  • plot_func_comparison()
  • plot_metric_comparison()
• External
  • LeafModel
  • MeaningLeafModel
  • MixLeafModel
  • NonparamLeafModel
  • NormalizedLeafModel
  • StableLeafModel
  • BaseLeafModeLL
    • BaseLeafModeLL.hazard_class
    • BaseLeafModeLL.survival_class
  • BaseLeafModel
    • BaseLeafModel.hazard_class
    • BaseLeafModel.survival_class
  • BaseLeafModelOnlyHazard
    • BaseLeafModelOnlyHazard.hazard_class
  • BaseLeafModelOnlySurv
    • BaseLeafModelOnlySurv.survival_class
  • BaseMeaningLeafModel
    • BaseMeaningLeafModel.hazard_class
    • BaseMeaningLeafModel.survival_class
  • BaseMixLeafModel
    • BaseMixLeafModel.hazard_class
    • BaseMixLeafModel.survival_class
  • BaseNormalizedLeafModel
    • BaseNormalizedLeafModel.hazard_class
    • BaseNormalizedLeafModel.survival_class
  • FullProbKM
  • KaplanMeier
    • KaplanMeier.count_confidence_interval()
  • KaplanMeierZeroAfter
  • NelsonAalen
  • StableLeafModel
    • StableLeafModel.hazard_class
    • StableLeafModel.survival_class
  • CoxPH
    • CoxPH.base_model
  • LogLogisticAFT
    • LogLogisticAFT.base_model
  • LogNormalAFT
    • LogNormalAFT.base_model
  • ParametricLifelinesBase
  • WeibullAFT
    • WeibullAFT.base_model
• Tree
  • Node
    • Node.find_best_split()
    • Node.get_comb_fast()
    • Node.get_description()
    • Node.get_figure()
    • Node.ind_for_nodes()
    • Node.predict()
    • Node.predict_scheme()
    • Node.set_dot_edges()
    • Node.set_dot_node()
    • Node.split()
    • Node.translate()
  • Rule
    • Rule.print()
    • Rule.translate()
  • CRAID
    • CRAID.cut_tree()
    • CRAID.delete_leaves_by_span()
    • CRAID.get_spanning_leaf_numbers()
    • CRAID.predict()
    • CRAID.predict_at_times()
    • CRAID.translate()
    • CRAID.visualize()
• Ensemble
  • BaseEnsemble
  • FastBaseEnsemble
  • BootstrapCRAID
  • ParallelBootstrapCRAID
    • ParallelBootstrapCRAID.fit_tree()
• Datasets
  • load_Framingham_dataset()
  • load_actg_dataset()
  • load_flchain_dataset()
  • load_gbsg_dataset()
  • load_pbc_dataset()
  • load_rott2_dataset()
  • load_scheme_dataset()
  • load_smarto_dataset()
  • load_support2_dataset()
  • load_wuhan_dataset()
• Experiments
  • Experiments
  • generate_sample()
  • get_fit_eval_func()
  • get_name_file()
  • prepare_sample()