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