Files in iai
Interface to 'Interpretable AI' Modules
MD5
NEWS.md
README.md
NAMESPACE
DESCRIPTION
LICENSE
R/interface_class.R
R/optimpute.R
R/generic.R
R/iaibase.R
R/install.R
R/iaitrees.R
R/rewardestimation.R
R/heuristics.R
R/optimalfeatureselection.R
R/optimaltrees.R
R/interface.R
R/utils.R
inst/julia/convert.jl
tests/testthat.R
tests/testthat/test_iaitrees.R
tests/testthat/test_heuristics.R
tests/testthat/test_optimaltrees.R
tests/testthat/test_rewardestimation.R
tests/testthat/helper.R
tests/testthat/test_iaibase.R
tests/testthat/test_optimalfeatureselection.R
tests/testthat/test_optimpute.R
man/roc_curve.classification_learner.Rd
man/multi_questionnaire.grid_search.Rd
man/get_num_fits.optimal_feature_selection_learner.Rd
man/variable_importance.tree_learner.Rd
man/plot.roc_curve.Rd
man/get_survival_curve.Rd
man/predict_proba.classification_multi_learner.Rd
man/variable_importance.learner.Rd
man/predict_proba.Rd
man/write_dot.Rd
man/write_svg.Rd
man/score.supervised_multi_learner.Rd
man/get_num_samples.Rd
man/impute_cv.Rd
man/predict.categorical_reward_estimator.Rd
man/transform_and_expand.Rd
man/get_grid_result_summary.Rd
man/fit_and_expand.Rd
man/convert_treatments_to_numeric.Rd
man/get_classification_label.Rd
man/refit_leaves.Rd
man/set_params.Rd
man/get_regression_weights.regression_tree_multi_learner.Rd
man/predict.Rd
man/acquire_license.Rd
man/set_threshold.Rd
man/apply.Rd
man/get_classification_proba.classification_tree_learner.Rd
man/score.supervised_learner.Rd
man/get_grid_results.Rd
man/is_hyperplane_split.Rd
man/autoplot.roc_curve.Rd
man/set_reward_kernel_bandwidth.Rd
man/get_train_errors.Rd
man/imputation_learner.Rd
man/predict_outcomes.policy_learner.Rd
man/fit.Rd
man/variable_importance_similarity.Rd
man/get_cluster_assignments.Rd
man/get_split_categories.Rd
man/get_features_used.Rd
man/split_data.Rd
man/multi_tree_plot.Rd
man/single_knn_imputation_learner.Rd
man/optimal_tree_survival_learner.Rd
man/plot.similarity_comparison.Rd
man/tree_plot.Rd
man/is_ordinal_split.Rd
man/read_json.Rd
man/get_regression_constant.prescription_tree_learner.Rd
man/get_num_fits.glmnetcv_learner.Rd
man/get_roc_curve_data.Rd
man/get_split_weights.Rd
man/delete_rich_output_param.Rd
man/predict_expected_survival_time.glmnetcv_survival_learner.Rd
man/fit_predict.Rd
man/autoplot.similarity_comparison.Rd
man/clone.Rd
man/roc_curve.glmnetcv_classifier.Rd
man/get_regression_weights.classification_tree_multi_learner.Rd
man/show_in_browser.Rd
man/get_prediction_weights.optimal_feature_selection_learner.Rd
man/predict_reward.numeric_reward_estimator.Rd
man/get_num_nodes.Rd
man/zero_imputation_learner.Rd
man/optimal_tree_survivor.Rd
man/predict_expected_survival_time.Rd
man/copy_splits_and_refit_leaves.Rd
man/load_graphviz.Rd
man/get_grid_result_details.Rd
man/mean_imputation_learner.Rd
man/show_questionnaire.optimal_feature_selection_learner.Rd
man/is_parallel_split.Rd
man/optimal_tree_multi_regressor.Rd
man/get_regression_weights.survival_tree_learner.Rd
man/get_regression_constant.regression_tree_multi_learner.Rd
man/write_html.Rd
man/get_best_params.Rd
man/set_display_label.Rd
man/iai_setup.Rd
man/predict_treatment_outcome.Rd
man/get_classification_label.classification_tree_learner.Rd
man/resume_from_checkpoint.Rd
man/prune_trees.Rd
man/predict.optimal_feature_selection_learner.Rd
man/numeric_classification_reward_estimator.Rd
man/get_regression_weights.prescription_tree_learner.Rd
man/reset_display_label.Rd
man/get_parent.Rd
man/score.Rd
man/predict_proba.classification_learner.Rd
man/predict.survival_learner.Rd
man/get_regression_constant.regression_tree_learner.Rd
man/write_html.roc_curve.Rd
man/fit_predict.numeric_reward_estimator.Rd
man/predict_outcomes.prescription_learner.Rd
man/multi_tree_plot.default.Rd
man/fit.optimal_feature_selection_learner.Rd
man/apply_nodes.Rd
man/roc_curve.default.Rd
man/similarity_comparison.Rd
man/predict.glmnetcv_learner.Rd
man/get_regression_constant.survival_tree_learner.Rd
man/get_regression_constant.classification_tree_learner.Rd
man/optimal_tree_classifier.Rd
man/transform.Rd
man/tune_reward_kernel_bandwidth.Rd
man/random_forest_classifier.Rd
man/fit.grid_search.Rd
man/get_classification_proba.Rd
man/predict_shap.Rd
man/write_questionnaire.optimal_feature_selection_learner.Rd
man/get_depth.Rd
man/write_pdf.Rd
man/get_prediction_weights.Rd
man/multi_questionnaire.Rd
man/score.optimal_feature_selection_learner.Rd
man/add_julia_processes.Rd
man/predict_hazard.glmnetcv_survival_learner.Rd
man/fit_cv.Rd
man/optimal_tree_policy_maximizer.Rd
man/opt_knn_imputation_learner.Rd
man/multi_questionnaire.default.Rd
man/predict.supervised_multi_learner.Rd
man/xgboost_survival_learner.Rd
man/get_survival_expected_time.Rd
man/optimal_tree_prescription_minimizer.Rd
man/predict_expected_survival_time.survival_curve.Rd
man/get_regression_weights.classification_tree_learner.Rd
man/get_regression_weights.Rd
man/variable_importance.optimal_feature_selection_learner.Rd
man/opt_svm_imputation_learner.Rd
man/write_questionnaire.tree_learner.Rd
man/get_policy_treatment_outcome.Rd
man/is_categoric_split.Rd
man/predict_reward.Rd
man/fit_predict.categorical_reward_estimator.Rd
man/questionnaire.optimal_feature_selection_learner.Rd
man/get_lower_child.Rd
man/variable_importance.Rd
man/get_split_threshold.Rd
man/impute.Rd
man/autoplot.grid_search.Rd
man/categorical_survival_reward_estimator.Rd
man/get_prediction_constant.glmnetcv_learner.Rd
man/is_mixed_ordinal_split.Rd
man/show_in_browser.abstract_visualization.Rd
man/get_prediction_weights.glmnetcv_learner.Rd
man/predict_hazard.survival_learner.Rd
man/get_tree.Rd
man/cleanup_installation.Rd
man/release_license.Rd
man/optimal_tree_regressor.Rd
man/get_survival_hazard.Rd
man/random_forest_survival_learner.Rd
man/all_treatment_combinations.Rd
man/install_julia.Rd
man/set_julia_seed.Rd
man/fit_transform_cv.Rd
man/get_rich_output_params.Rd
man/questionnaire.Rd
man/get_classification_proba.classification_tree_multi_learner.Rd
man/score.glmnetcv_learner.Rd
man/random_forest_regressor.Rd
man/roc_curve.Rd
man/equal_propensity_estimator.Rd
man/predict_treatment_rank.Rd
man/optimal_tree_multi_classifier.Rd
man/optimal_feature_selection_classifier.Rd
man/score.numeric_reward_estimator.Rd
man/glmnetcv_regressor.Rd
man/rand_imputation_learner.Rd
man/set_rich_output_param.Rd
man/print_path.Rd
man/optimal_tree_prescription_maximizer.Rd
man/xgboost_classifier.Rd
man/get_policy_treatment_rank.Rd
man/write_html.tree_learner.Rd
man/plot.stability_analysis.Rd
man/get_prediction_constant.Rd
man/get_upper_child.Rd
man/numeric_reward_estimator.Rd
man/plot.grid_search.Rd
man/get_survival_curve_data.Rd
man/write_booster.Rd
man/opt_tree_imputation_learner.Rd
man/get_prescription_treatment_rank.Rd
man/missing_goes_lower.Rd
man/categorical_classification_reward_estimator.Rd
man/write_html.abstract_visualization.Rd
man/show_questionnaire.Rd
man/fit.learner.Rd
man/categorical_reward_estimator.Rd
man/xgboost_regressor.Rd
man/predict_proba.glmnetcv_classifier.Rd
man/numeric_survival_reward_estimator.Rd
man/decision_path.Rd
man/get_estimation_densities.Rd
man/show_questionnaire.tree_learner.Rd
man/predict.numeric_reward_estimator.Rd
man/autoplot.stability_analysis.Rd
man/get_machine_id.Rd
man/fit.imputation_learner.Rd
man/optimal_feature_selection_regressor.Rd
man/score.categorical_reward_estimator.Rd
man/is_mixed_parallel_split.Rd
man/predict.supervised_learner.Rd
man/numeric_regression_reward_estimator.Rd
man/write_json.Rd
man/questionnaire.tree_learner.Rd
man/grid_search.Rd
man/score.default.Rd
man/optimal_tree_policy_minimizer.Rd
man/write_questionnaire.Rd
man/show_in_browser.roc_curve.Rd
man/get_classification_label.classification_tree_multi_learner.Rd
man/get_params.Rd
man/predict_reward.categorical_reward_estimator.Rd
man/get_regression_constant.classification_tree_multi_learner.Rd
man/get_cluster_details.Rd
man/install_system_image.Rd
man/get_split_feature.Rd
man/show_in_browser.tree_learner.Rd
man/categorical_regression_reward_estimator.Rd
man/get_stability_results.Rd
man/as.mixeddata.Rd
man/is_leaf.Rd
man/get_regression_weights.regression_tree_learner.Rd
man/multi_tree_plot.grid_search.Rd
man/get_regression_constant.Rd
man/glmnetcv_survival_learner.Rd
man/glmnetcv_classifier.Rd
man/stability_analysis.Rd
man/predict_outcomes.Rd
man/predict_expected_survival_time.survival_learner.Rd
man/get_learner.Rd
man/reward_estimator.Rd
man/write_png.Rd
man/get_policy_treatment_outcome_standard_error.Rd
man/get_cluster_distances.Rd
man/get_prediction_constant.optimal_feature_selection_learner.Rd
man/roc_curve.classification_multi_learner.Rd
man/predict_hazard.Rd
man/get_num_fits.Rd
man/predict_treatment_outcome_standard_error.Rd
man/fit_transform.Rd
