iai
Interface to 'Interpretable AI' Modules

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API

API for iai
Interface to 'Interpretable AI' Modules

Global functions
JuliaCall_install_julia Source code
`==.IAIObject` Source code
accept_license_prompt Source code
acquire_license Man page Source code
add_class Source code
add_julia_processes Man page Source code
all_treatment_combinations Man page Source code
apply Man page Source code
apply_nodes Man page Source code
as.mixeddata Man page Source code
autoplot.grid_search Man page Source code
autoplot.roc_curve Man page Source code
autoplot.similarity_comparison Man page Source code
autoplot.stability_analysis Man page Source code
categorical_classification_reward_estimator Man page Source code
categorical_regression_reward_estimator Man page Source code
categorical_reward_estimator Man page Source code
categorical_survival_reward_estimator Man page Source code
cleanup_installation Man page Source code
clone Man page Source code
convert_treatments_to_numeric Man page Source code
copy_splits_and_refit_leaves Man page Source code
decision_path Man page Source code
delete_rich_output_param Man page Source code
equal_propensity_estimator Man page Source code
fit Man page Source code
fit.grid_search Man page Source code
fit.imputation_learner Man page Source code
fit.learner Man page Source code
fit.optimal_feature_selection_learner Man page Source code
fit_and_expand Man page Source code
fit_common Source code
fit_cv Man page Source code
fit_predict Man page Source code
fit_predict.categorical_reward_estimator Man page Source code
fit_predict.numeric_reward_estimator Man page Source code
fit_predict_common Source code
fit_transform Man page Source code
fit_transform_cv Man page Source code
get_best_params Man page Source code
get_classification_label Man page Source code
get_classification_label.classification_tree_learner Man page Source code
get_classification_label.classification_tree_multi_learner Man page Source code
get_classification_label_common Source code
get_classification_proba Man page Source code
get_classification_proba.classification_tree_learner Man page Source code
get_classification_proba.classification_tree_multi_learner Man page Source code
get_classification_proba_common Source code
get_cluster_assignments Man page Source code
get_cluster_details Man page Source code
get_cluster_distances Man page Source code
get_depth Man page Source code
get_estimation_densities Man page Source code
get_features_used Man page Source code
get_grid_result_details Man page Source code
get_grid_result_summary Man page Source code
get_grid_results Man page Source code
get_iai_version_info Source code
get_iai_versions Source code
get_kwargs Source code
get_latest_iai_version Source code
get_learner Man page Source code
get_lower_child Man page Source code
get_machine_id Man page Source code
get_num_fits Man page Source code
get_num_fits.glmnetcv_learner Man page Source code
get_num_fits.optimal_feature_selection_learner Man page Source code
get_num_fits_common Source code
get_num_nodes Man page Source code
get_num_samples Man page Source code
get_params Man page Source code
get_parent Man page Source code
get_policy_treatment_outcome Man page Source code
get_policy_treatment_outcome_standard_error Man page Source code
get_policy_treatment_rank Man page Source code
get_prediction_constant Man page Source code
get_prediction_constant.glmnetcv_learner Man page Source code
get_prediction_constant.optimal_feature_selection_learner Man page Source code
get_prediction_constant_common Source code
get_prediction_weights Man page Source code
get_prediction_weights.glmnetcv_learner Man page Source code
get_prediction_weights.optimal_feature_selection_learner Man page Source code
get_prediction_weights_common Source code
get_prefs_dir Source code
get_prescription_treatment_rank Man page Source code
get_regression_constant Man page Source code
get_regression_constant.classification_tree_learner Man page Source code
get_regression_constant.classification_tree_multi_learner Man page Source code
get_regression_constant.prescription_tree_learner Man page Source code
get_regression_constant.regression_tree_learner Man page Source code
get_regression_constant.regression_tree_multi_learner Man page Source code
get_regression_constant.survival_tree_learner Man page Source code
get_regression_constant_common Source code
get_regression_weights Man page Source code
get_regression_weights.classification_tree_learner Man page Source code
get_regression_weights.classification_tree_multi_learner Man page Source code
get_regression_weights.prescription_tree_learner Man page Source code
get_regression_weights.regression_tree_learner Man page Source code
get_regression_weights.regression_tree_multi_learner Man page Source code
get_regression_weights.survival_tree_learner Man page Source code
get_regression_weights_common Source code
get_rich_output_params Man page Source code
get_roc_curve_data Man page Source code
get_split_categories Man page Source code
get_split_feature Man page Source code
get_split_threshold Man page Source code
get_split_weights Man page Source code
get_stability_results Man page Source code
get_survival_curve Man page Source code
get_survival_curve_data Man page Source code
get_survival_expected_time Man page Source code
get_survival_hazard Man page Source code
get_train_errors Man page Source code
get_tree Man page Source code
get_upper_child Man page Source code
glmnetcv_classifier Man page Source code
glmnetcv_regressor Man page Source code
glmnetcv_survival_learner Man page Source code
grid_search Man page Source code
iai_download_url Source code
iai_run_julia_setup Source code
iai_setup Man page Source code
iai_setup_auto Source code
iai_version_less_than Source code
imputation_learner Man page Source code
impute Man page Source code
impute_cv Man page Source code
install_julia Man page Source code
install_system_image Man page Source code
is_categoric_split Man page Source code
is_hyperplane_split Man page Source code
is_leaf Man page Source code
is_mixed_ordinal_split Man page Source code
is_mixed_parallel_split Man page Source code
is_ordinal_split Man page Source code
is_parallel_split Man page Source code
jl_func Source code
jl_isa Source code
jl_isdefined Source code
julia_assign Source code
julia_default_depot Source code
julia_default_install_dir Source code
julia_eval Source code
julia_install_package_if_needed Source code
julia_latest_version Source code
julia_library Source code
julia_path_prefs_file Source code
julia_save_install_dir Source code
julia_url Source code
load_graphviz Man page Source code
mean_imputation_learner Man page Source code
missing_goes_lower Man page Source code
multi_questionnaire Man page Source code
multi_questionnaire.default Man page Source code
multi_questionnaire.grid_search Man page Source code
multi_questionnaire_common Source code
multi_tree_plot Man page Source code
multi_tree_plot.default Man page Source code
multi_tree_plot.grid_search Man page Source code
multi_tree_plot_common Source code
numeric_classification_reward_estimator Man page Source code
numeric_regression_reward_estimator Man page Source code
numeric_reward_estimator Man page Source code
numeric_survival_reward_estimator Man page Source code
opt_knn_imputation_learner Man page Source code
opt_svm_imputation_learner Man page Source code
opt_tree_imputation_learner Man page Source code
optimal_feature_selection_classifier Man page Source code
optimal_feature_selection_regressor Man page Source code
optimal_tree_classifier Man page Source code
optimal_tree_multi_classifier Man page Source code
optimal_tree_multi_regressor Man page Source code
optimal_tree_policy_maximizer Man page Source code
optimal_tree_policy_minimizer Man page Source code
optimal_tree_prescription_maximizer Man page Source code
optimal_tree_prescription_minimizer Man page Source code
optimal_tree_regressor Man page Source code
optimal_tree_survival_learner Man page Source code
optimal_tree_survivor Man page Source code
plot.grid_search Man page Source code
plot.roc_curve Man page Source code
plot.similarity_comparison Man page Source code
plot.stability_analysis Man page Source code
predict Man page Source code
predict.categorical_reward_estimator Man page Source code
predict.glmnetcv_learner Man page Source code
predict.numeric_reward_estimator Man page Source code
predict.optimal_feature_selection_learner Man page Source code
predict.supervised_learner Man page Source code
predict.supervised_multi_learner Man page Source code
predict.survival_learner Man page Source code
predict_common Source code
predict_expected_survival_time Man page Source code
predict_expected_survival_time.glmnetcv_survival_learner Man page Source code
predict_expected_survival_time.survival_curve Man page Source code
predict_expected_survival_time.survival_learner Man page Source code
predict_expected_survival_time_common Source code
predict_hazard Man page Source code
predict_hazard.glmnetcv_survival_learner Man page Source code
predict_hazard.survival_learner Man page Source code
predict_hazard_common Source code
predict_outcomes Man page Source code
predict_outcomes.policy_learner Man page Source code
predict_outcomes.prescription_learner Man page Source code
predict_outcomes_common Source code
predict_proba Man page Source code
predict_proba.classification_learner Man page Source code
predict_proba.classification_multi_learner Man page Source code
predict_proba.glmnetcv_classifier Man page Source code
predict_proba_common Source code
predict_reward Man page Source code
predict_reward.categorical_reward_estimator Man page Source code
predict_reward.numeric_reward_estimator Man page Source code
predict_reward_common Source code
predict_shap Man page Source code
predict_treatment_outcome Man page Source code
predict_treatment_outcome_standard_error Man page Source code
predict_treatment_rank Man page Source code
print.IAIObject Source code
print_path Man page Source code
process_fit_predict Source code
prune_trees Man page Source code
questionnaire Man page Source code
questionnaire.optimal_feature_selection_learner Man page Source code
questionnaire.tree_learner Man page Source code
questionnaire_common Source code
rand_imputation_learner Man page Source code
random_forest_classifier Man page Source code
random_forest_regressor Man page Source code
random_forest_survival_learner Man page Source code
read_json Man page Source code
refit_leaves Man page Source code
release_license Man page Source code
requires_iai_version Source code
reset_display_label Man page Source code
resume_from_checkpoint Man page Source code
reward_estimator Man page Source code
roc_curve Man page Source code
roc_curve.classification_learner Man page Source code
roc_curve.classification_multi_learner Man page Source code
roc_curve.default Man page Source code
roc_curve.glmnetcv_classifier Man page Source code
roc_curve_common Source code
score Man page Source code
score.categorical_reward_estimator Man page Source code
score.default Man page Source code
score.glmnetcv_learner Man page Source code
score.numeric_reward_estimator Man page Source code
score.optimal_feature_selection_learner Man page Source code
score.supervised_learner Man page Source code
score.supervised_multi_learner Man page Source code
score_common Source code
set_display_label Man page Source code
set_julia_seed Man page Source code
set_obj_class Source code
set_params Man page Source code
set_reward_kernel_bandwidth Man page Source code
set_rich_output_param Man page Source code
set_threshold Man page Source code
show_in_browser Man page Source code
show_in_browser.abstract_visualization Man page Source code
show_in_browser.roc_curve Man page Source code
show_in_browser.tree_learner Man page Source code
show_in_browser_common Source code
show_questionnaire Man page Source code
show_questionnaire.optimal_feature_selection_learner Man page Source code
show_questionnaire.tree_learner Man page Source code
show_questionnaire_common Source code
similarity_comparison Man page Source code
single_knn_imputation_learner Man page Source code
split_data Man page Source code
stability_analysis Man page Source code
sysimage_default_install_dir Source code
sysimage_do_replace Source code
sysimage_load_install_path Source code
sysimage_path_prefs_file Source code
sysimage_replace_prefs_file Source code
sysimage_save_install_path Source code
sysimage_save_replace_command Source code
to_html Source code
transform Man page Source code
transform_and_expand Man page Source code
tree_plot Man page Source code
tune_reward_kernel_bandwidth Man page Source code
variable_importance Man page Source code
variable_importance.learner Man page Source code
variable_importance.optimal_feature_selection_learner Man page Source code
variable_importance.tree_learner Man page Source code
variable_importance_common Source code
variable_importance_similarity Man page Source code
write_booster Man page Source code
write_dot Man page Source code
write_html Man page Source code
write_html.abstract_visualization Man page Source code
write_html.roc_curve Man page Source code
write_html.tree_learner Man page Source code
write_html_common Source code
write_json Man page Source code
write_pdf Man page Source code
write_png Man page Source code
write_questionnaire Man page Source code
write_questionnaire.optimal_feature_selection_learner Man page Source code
write_questionnaire.tree_learner Man page Source code
write_questionnaire_common Source code
write_svg Man page Source code
xgboost_classifier Man page Source code
xgboost_regressor Man page Source code
xgboost_survival_learner Man page Source code
zero_imputation_learner Man page Source code
iai documentation built on Oct. 19, 2024, 1:07 a.m.

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