├── .circleci └── config.yml ├── .github ├── dependabot.yml └── workflows │ ├── call_linter.yml │ ├── call_publish_result.yml │ ├── call_test_minimal.yml │ ├── call_test_package.yml │ ├── ci.yml │ ├── ci_maintenance.yml │ ├── ci_test.yml │ └── circleci-artifact.yml ├── .gitignore ├── CHANGELOG.rst ├── CONTRIBUTING.rst ├── CONTRIBUTOR.rst ├── LICENSE ├── README.rst ├── codecov.yml ├── docs ├── Makefile ├── src │ ├── api.rst │ ├── concepts.rst │ ├── dev │ ├── glossary_and_notations.rst │ ├── grouping.rst │ ├── high_dimension.rst │ ├── index.rst │ ├── marginal_methods.rst │ ├── marginal_methods │ │ └── leave_one_covariate_in.rst │ ├── model_agnostic_methods.rst │ ├── model_agnostic_methods │ │ ├── conditional_feature_importance.rst │ │ ├── leave_one_covariate_out.rst │ │ ├── permutation_feature_importance.rst │ │ └── total_sobol_index.rst │ ├── slm_methods.rst │ ├── user_guide.rst │ ├── visualization.rst │ └── whats_news │ │ ├── v0.3.0.rst │ │ └── whats_news.rst └── tools │ ├── _static │ ├── logo.png │ └── style.css │ ├── _templates │ ├── CHANGELOG.rst │ ├── class.rst │ └── function.rst │ ├── conf.py │ ├── references.bib │ ├── utils.py │ └── version.json ├── examples ├── README.txt ├── plot_2D_simulation_example.py ├── plot_cfi.py ├── plot_conditional_vs_marginal_xor_data.py ├── plot_dcrt_example.py ├── plot_dcrt_logit.py ├── plot_diabetes_variable_importance_example.py ├── plot_digits.py ├── plot_fmri_data_example.py ├── plot_importance_classification_iris.py ├── plot_knockoff_aggregation.py ├── plot_knockoffs_wisconsin.py ├── plot_loco.py ├── plot_model_agnostic_importance.py ├── plot_partial_dependency_plot.py └── plot_pitfalls_permutation_importance.py ├── pyproject.toml ├── src └── hidimstat │ ├── __init__.py │ ├── _utils │ ├── __init__.py │ ├── docstring.py │ ├── exception.py │ ├── regression.py │ ├── scenario.py │ └── utils.py │ ├── base_perturbation.py │ ├── base_variable_importance.py │ ├── conditional_feature_importance.py │ ├── desparsified_lasso.py │ ├── distilled_conditional_randomization_test.py │ ├── ensemble_clustered_inference.py │ ├── knockoffs.py │ ├── leave_one_covariate_out.py │ ├── permutation_feature_importance.py │ ├── samplers │ ├── __init__.py │ ├── conditional_sampling.py │ └── gaussian_knockoffs.py │ ├── statistical_tools │ ├── __init__.py │ ├── aggregation.py │ ├── multiple_testing.py │ ├── nadeau_bengio_ttest.py │ └── p_values.py │ └── visualization │ ├── __init__.py │ └── partial_dependence_plot.py ├── test ├── __init__.py ├── _utils │ ├── test_regression.py │ ├── test_scenario.py │ └── test_utils.py ├── baseline_plots │ ├── test_cfi_plot_10 features.png │ └── test_cfi_plot_2d_imp_5_features.png ├── conftest.py ├── samplers │ ├── test_conditional_sampling.py │ └── test_gaussian_knockoffs.py ├── statistical_tools │ ├── test_aggregation.py │ ├── test_multiple_testing.py │ ├── test_nadeau_bengio_ttest.py │ └── test_p_values.py ├── test_base_perturbation.py ├── test_base_variable_importance.py ├── test_conditional_feature_importance.py ├── test_desparsified_lasso.py ├── test_distilled_conditional_randomization_test.py ├── test_ensemble_clustered_inference.py ├── test_knockoff.py ├── test_leave_one_covariate_out.py ├── test_permutation_feature_importance.py └── test_version.py └── tools ├── documentation ├── circleci │ ├── build_doc.sh │ ├── checkout_merge_commit.sh │ ├── push_doc.sh │ └── setup_virtual_environment.sh └── debugger_script │ ├── find_all_references.py │ └── run_debug_example.py ├── documentation_developer ├── CI_documentation.rst ├── building_documentation.rst ├── developer_guidelines.rst ├── how_to_contribute.rst └── index.rst ├── examples └── debugger_script │ └── try_reproducibility.py └── release ├── How_to_release.md └── build_package.sh /.circleci/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mind-inria/hidimstat/HEAD/.circleci/config.yml 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