API for shapr
Prediction Explanation with Dependence-Aware Shapley Values

Global functions
.onLoad Source code
additional_regression_setup Man page Source code
adjust_max_n_coalitions Source code
aicc_full_cpp Man page Source code
aicc_full_single_cpp Man page Source code
append_vS_list Man page
batch_compute_vS Source code
batch_prepare_vS_MC Source code
batch_prepare_vS_MC_auxiliary Source code
batch_prepare_vS_regression Source code
bootstrap_shapley Source code
bootstrap_shapley_inner Source code
categorical_to_one_hot_layer Man page Source code
check_and_set_asymmetric Source code
check_and_set_causal_ordering Source code
check_and_set_causal_sampling Source code
check_and_set_confounding Source code
check_and_set_iterative Source code
check_and_set_parameters Source code
check_approach Source code
check_categorical_valid_MCsamp Man page Source code
check_computability Source code
check_convergence Man page Source code
check_data Source code
check_extra_computation_args Source code
check_groups Man page Source code
check_iterative_args Source code
check_max_n_coalitions_fc Source code
check_output_args Source code
check_regression Source code
check_verbose Man page Source code
check_vs_prev_shapr_object Source code
cli_compute_vS Man page Source code
cli_iter Man page Source code
cli_startup Man page Source code
coalition_matrix_cpp Man page Source code
compare_feature_specs Source code
compare_rds Source code
compare_vecs Source code
compute_AICc_each_k Source code
compute_AICc_full Source code
compute_MCint Source code
compute_MSEv_eval_crit Man page Source code
compute_estimates Man page Source code
compute_preds Source code
compute_scatter_hist_values Source code
compute_shapley Man page Source code
compute_time Man page Source code
compute_vS Man page Source code
convert_feature_name_to_idx Man page Source code
correction_matrix_cpp Man page Source code
create_coalition_table Man page
create_ctree Man page Source code
create_marginal_data_cat Man page Source code
create_marginal_data_gaussian Man page Source code
create_marginal_data_training Man page Source code
default_doc_export Man page Source code
default_doc_internal Man page Source code
distance_matrix Source code
errorfun Source code
exact_coalition_table Man page
expect_snapshot_rds Source code
explain Man page Source code
explain_forecast Man page Source code
finalize_explanation Man page Source code
future_compute_vS_batch Source code
gauss_cat_loss Man page Source code
gauss_cat_parameters Man page Source code
gauss_cat_sampler_most_likely Man page Source code
gauss_cat_sampler_random Man page Source code
gaussian_transform Man page Source code
gaussian_transform_separate Man page Source code
get_S_causal_steps Man page Source code
get_cov_mat Man page Source code
get_data Source code
get_data_forecast Man page Source code
get_data_specs Man page Source code
get_extra_comp_args_default Man page Source code
get_extra_parameters Man page Source code
get_factor_approaches Source code
get_feature_specs Man page Source code
get_iter_results Source code
get_iterative_args_default Man page Source code
get_max_n_coalitions_causal Man page Source code
get_model_specs Man page Source code
get_model_specs.Arima Man page Source code
get_model_specs.ar Man page Source code
get_model_specs.default Man page Source code
get_model_specs.forecast_ARIMA Man page Source code
get_model_specs.gam Man page Source code
get_model_specs.glm Man page Source code
get_model_specs.lm Man page Source code
get_model_specs.ranger Man page Source code
get_model_specs.workflow Man page Source code
get_model_specs.xgb.Booster Man page Source code
get_mu_vec Man page Source code
get_n_breaks Source code
get_output_args_default Man page Source code
get_p Source code
get_parameters Source code
get_predict_model Man page Source code
get_prev_internal Source code
get_supported_approaches Man page Source code
get_supported_models Man page Source code
get_valid_causal_coalitions Man page Source code
group_forecast_setup Man page Source code
hat_matrix_cpp Man page Source code
insert_defaults Source code
inv_gaussian_transform_cpp Man page Source code
is.wholenumber Source code
iter_list_to_dt Source code
lag_data Man page Source code
mahalanobis_distance_cpp Man page Source code
make_scatter_plot Source code
mcar_mask_generator Man page Source code
memory_layer Man page Source code
model_checker Man page Source code
model_checker.Arima Man page Source code
model_checker.ar Man page Source code
model_checker.default Man page Source code
model_checker.forecast_ARIMA Man page Source code
model_checker.gam Man page Source code
model_checker.glm Man page Source code
model_checker.lm Man page Source code
model_checker.ranger Man page Source code
model_checker.workflow Man page Source code
model_checker.xgb.Booster Man page Source code
observation_impute Man page Source code
observation_impute_cpp Man page Source code
order_for_plot Source code
paired_sampler Man page Source code
plot.shapr Man page Source code
plot_MSEv_eval_crit Man page
plot_SV_several_approaches Man page
plot_vaeac_eval_crit Man page Source code
plot_vaeac_imputed_ggpairs Man page Source code
postprocess_vS_list Source code
predict_model Man page Source code
predict_model.Arima Man page Source code
predict_model.ar Man page Source code
predict_model.default Man page Source code
predict_model.forecast_ARIMA Man page Source code
predict_model.gam Man page Source code
predict_model.glm Man page Source code
predict_model.lm Man page Source code
predict_model.ranger Man page Source code
predict_model.workflow Man page Source code
predict_model.xgb.Booster Man page Source code
prepare_data Man page Source code
prepare_data.categorical Man page Source code
prepare_data.copula Man page Source code
prepare_data.ctree Man page Source code
prepare_data.empirical Man page Source code
prepare_data.gaussian Man page Source code
prepare_data.independence Man page Source code
prepare_data.regression_separate Man page Source code
prepare_data.regression_surrogate Man page Source code
prepare_data.timeseries Man page Source code
prepare_data.vaeac Man page Source code
prepare_data_causal Man page Source code
prepare_data_copula_cpp Man page Source code
prepare_data_copula_cpp_caus Man page Source code
prepare_data_gaussian_cpp Man page Source code
prepare_data_gaussian_cpp_caus Man page Source code
prepare_data_single_coalition Man page
prepare_next_iteration Man page Source code
print.shapr Man page Source code
print_iter Man page Source code
process_factor_data Man page Source code
quantile_type7_cpp Man page Source code
reg_forecast_setup Man page Source code
regression.check_namespaces Man page Source code
regression.check_parameters Man page Source code
regression.check_recipe_func Man page Source code
regression.check_sur_n_comb Man page Source code
regression.check_vfold_cv_para Man page Source code
regression.cv_message Man page Source code
regression.get_string_to_R Man page Source code
regression.get_tune Man page Source code
regression.get_y_hat Man page Source code
regression.surrogate_aug_data Man page Source code
regression.train_model Man page Source code
release_questions Man page Source code
rss_cpp Man page Source code
sample_coalition_table Man page
sample_coalitions_cpp_str_paired Man page Source code
sample_combinations Man page Source code
sample_ctree Man page Source code
save_results Man page Source code
set_exact Source code
set_extra_comp_params Source code
set_iterative_parameters Source code
set_n_batches Source code
set_output_parameters Source code
setup Man page Source code
setup_approach Man page Source code
setup_approach.categorical Man page Source code
setup_approach.combined Man page Source code
setup_approach.copula Man page Source code
setup_approach.ctree Man page Source code
setup_approach.empirical Man page Source code
setup_approach.gaussian Man page Source code
setup_approach.independence Man page Source code
setup_approach.regression_separate Man page Source code
setup_approach.regression_surrogate Man page Source code
setup_approach.timeseries Man page Source code
setup_approach.vaeac Man page Source code
shapley_setup Man page Source code
shapley_weights Man page
shapr Man page
shapr-package Man page
skip_connection Man page Source code
specified_masks_mask_generator Man page Source code
specified_prob_mask_generator Man page Source code
test_predict_model Man page Source code
testing_cleanup Man page Source code
trans_null_extra_est_args Source code
trans_null_iterative_args Source code
unique_features Source code
vaeac Man page Source code
vaeac_categorical_parse_params Man page Source code
vaeac_check_activation_func Man page Source code
vaeac_check_cuda Man page Source code
vaeac_check_epoch_values Man page Source code
vaeac_check_extra_named_list Man page Source code
vaeac_check_logicals Man page Source code
vaeac_check_mask_gen Man page Source code
vaeac_check_masking_ratio Man page Source code
vaeac_check_parameters Man page Source code
vaeac_check_positive_integers Man page Source code
vaeac_check_positive_numerics Man page Source code
vaeac_check_probabilities Man page Source code
vaeac_check_save_names Man page Source code
vaeac_check_save_parameters Man page Source code
vaeac_check_which_vaeac_model Man page Source code
vaeac_check_x_colnames Man page Source code
vaeac_compute_normalization Man page Source code
vaeac_dataset Man page Source code
vaeac_extend_batch Man page Source code
vaeac_get_current_save_state Man page Source code
vaeac_get_data_objects Man page Source code
vaeac_get_evaluation_criteria Man page Source code
vaeac_get_extra_para_default Man page Source code
vaeac_get_full_state_list Man page Source code
vaeac_get_mask_generator_name Man page Source code
vaeac_get_model_from_checkp Man page Source code
vaeac_get_n_decimals Man page Source code
vaeac_get_optimizer Man page Source code
vaeac_get_save_file_names Man page Source code
vaeac_get_val_iwae Man page Source code
vaeac_get_x_explain_extended Man page Source code
vaeac_impute_missing_entries Man page Source code
vaeac_kl_normal_normal Man page Source code
vaeac_normal_parse_params Man page Source code
vaeac_normalize_data Man page Source code
vaeac_postprocess_data Man page Source code
vaeac_preprocess_data Man page Source code
vaeac_print_train_summary Man page Source code
vaeac_save_state Man page Source code
vaeac_train_model Man page Source code
vaeac_train_model_auxiliary Man page Source code
vaeac_train_model_continue Man page Source code
vaeac_update_para_locations Man page Source code
vaeac_update_pretrained_model Man page Source code
weight_matrix Man page
weight_matrix_cpp Man page Source code
shapr documentation built on April 4, 2025, 12:18 a.m.