├── .flake8 ├── .github ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── documentation-issue.md │ └── feature-request.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── auto-publish.yml │ ├── publish-docs.yml │ └── testing.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CODE-OF-CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── Makefile ├── README.md ├── docs ├── basic-usage.md ├── benchmarks │ └── benchmarks.md ├── examples │ ├── basic_usage.md │ ├── confidence_interval.md │ ├── extrapolation_example.md │ └── img │ │ ├── avg_preds_vs_kaplan_xgb.png │ │ ├── avg_preds_vs_kaplan_xgbse.png │ │ ├── output_11_1.png │ │ ├── output_12_1.png │ │ ├── output_12_1.svg │ │ ├── output_8_0.png │ │ ├── output_8_0.svg │ │ ├── output_8_1.png │ │ ├── output_8_1.svg │ │ ├── output_9_1.png │ │ ├── usage_ci_1.png │ │ ├── usage_ci_2.png │ │ ├── usage_ci_3.png │ │ ├── usage_ci_4.png │ │ ├── usage_ci_5.png │ │ ├── usage_ci_6.png │ │ ├── usage_prototype_kaplan.png │ │ ├── xgb_bce_diagram.svg │ │ ├── xgb_neighbors_diagram.svg │ │ └── xgb_tree_diagram.svg ├── how_xgbse_works.md ├── img │ ├── avg_preds_vs_kaplan_xgb.png │ ├── avg_preds_vs_kaplan_xgbse.png │ ├── icon.svg.png │ ├── loft_icon.png │ ├── usage_ci_1.png │ ├── usage_ci_2.png │ ├── usage_ci_3.png │ ├── usage_ci_4.png │ ├── usage_ci_5.png │ ├── usage_ci_6.png │ ├── usage_prototype_kaplan.png │ ├── xgb_aft_hyperparams.png │ ├── xgb_bce_diagram.svg │ ├── xgb_feature_transform.png │ ├── xgb_neighbors_diagram.svg │ ├── xgb_stacked_weibull_diagram.svg │ └── xgb_tree_diagram.svg ├── index.md ├── install.md ├── javascripts │ ├── config.js │ └── tables.js ├── modules │ ├── base.md │ ├── bce.md │ ├── converters.md │ ├── extrapolation.md │ ├── kaplan_neighs.md │ ├── kaplan_tree.md │ ├── meta.md │ ├── metrics.md │ └── stacked_weibull.md └── stylesheets │ └── extra.css ├── examples ├── basic_usage.ipynb ├── benchmarks │ ├── benchmark.py │ ├── benchmarks_flchain.ipynb │ ├── benchmarks_metabric.ipynb │ ├── benchmarks_rr_nl_nhp.ipynb │ ├── benchmarks_sac3.ipynb │ └── benchmarks_support.ipynb ├── confidence_interval.ipynb ├── extrapolation_example.ipynb └── how_xgbse_works.ipynb ├── img ├── avg_preds_vs_kaplan_xgb.png ├── avg_preds_vs_kaplan_xgbse.png ├── extrapolation.png ├── usage_ci_1.png ├── usage_ci_2.png ├── usage_ci_3.png ├── usage_ci_4.png ├── usage_ci_5.png ├── usage_ci_6.png ├── usage_prototype_kaplan.png ├── xgb_bce_diagram.svg ├── xgb_neighbors_diagram.svg └── xgb_tree_diagram.svg ├── mkdocs.yml ├── pyproject.toml ├── tests ├── __init__.py ├── data.py ├── test_confidence_intervals.py ├── test_debiased_bce.py ├── test_extrapolation.py ├── test_feature_extractors.py ├── test_meta.py ├── test_metrics.py ├── test_neighbors.py ├── test_survival_curves.py └── test_utils.py └── xgbse ├── __init__.py ├── _base.py ├── _debiased_bce.py ├── _feature_extractors.py ├── _kaplan_neighbors.py ├── _meta.py ├── _stacked_weibull.py ├── converters.py ├── extrapolation.py ├── metrics.py └── non_parametric.py /.flake8: 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