API for cuda.ml
R Interface for the RAPIDS cuML Suite of Libraries

Global functions
.agglomerative_clustering Source code
.backend_versions Source code
.cd_fit Source code
.dbscan Source code
.kmeans Source code
.knn_classifier_fit Source code
.knn_classifier_predict Source code
.knn_classifier_predict_probabilities Source code
.knn_regressor_fit Source code
.knn_regressor_predict Source code
.lm_predict Source code
.nvforest_load_model Source code
.nvforest_model_info Source code
.nvforest_predict Source code
.nvforest_serialize Source code
.nvforest_unserialize Source code
.ols_fit Source code
.onLoad Source code
.pca_fit_transform Source code
.pca_get_state Source code
.pca_inverse_transform Source code
.pca_set_state Source code
.qn_fit Source code
.qn_predict Source code
.qn_predict_probabilities Source code
.rf_classifier_fit Source code
.rf_regressor_fit Source code
.ridge_fit Source code
.sgd_fit Source code
.svc_fit Source code
.svc_get_state Source code
.svc_predict Source code
.svc_set_state Source code
.svr_fit Source code
.svr_get_state Source code
.svr_predict Source code
.svr_set_state Source code
.tsne_fit Source code
.tsvd_fit_transform Source code
.tsvd_inverse_transform Source code
.tsvd_transform Source code
.umap_fit Source code
.umap_get_state Source code
.umap_set_state Source code
.umap_transform Source code
agglomerative_clustering_match_metric Source code
bundle.cuda_ml_model Man page Source code
bundle.cuda_ml_nvforest Man page Source code
cuda.ml Man page
cuda.ml-package Man page
cuda_ml_acquire_lock Source code
cuda_ml_agglomerative_clustering Man page Source code
cuda_ml_backend_archive_metadata Source code
cuda_ml_backend_asset_complete Source code
cuda_ml_backend_asset_path Source code
cuda_ml_backend_cache_path Source code
cuda_ml_backend_catalog Source code
cuda_ml_backend_complete Source code
cuda_ml_backend_identity Source code
cuda_ml_backend_info Man page Source code
cuda_ml_backend_metadata Source code
cuda_ml_backend_registration_valid Source code
cuda_ml_backend_release Source code
cuda_ml_backend_selection Source code
cuda_ml_backend_selection_path Source code
cuda_ml_backend_url Source code
cuda_ml_cache_clean Man page Source code
cuda_ml_cache_dir Source code
cuda_ml_complete_metadata Source code
cuda_ml_configure_source_tree Source code
cuda_ml_copy_runtime_file Source code
cuda_ml_create_soname_links Source code
cuda_ml_dbscan Man page Source code
cuda_ml_download Source code
cuda_ml_elastic_net Man page Source code
cuda_ml_elastic_net.data.frame Man page Source code
cuda_ml_elastic_net.default Man page Source code
cuda_ml_elastic_net.formula Man page Source code
cuda_ml_elastic_net.matrix Man page Source code
cuda_ml_elastic_net.recipe Man page Source code
cuda_ml_elastic_net_bridge Source code
cuda_ml_extract_component Source code
cuda_ml_get_state Source code
cuda_ml_get_state.cuda_ml_linear_model Source code
cuda_ml_get_state.cuda_ml_logistic_reg Source code
cuda_ml_get_state.cuda_ml_nvforest Source code
cuda_ml_get_state.cuda_ml_pca Source code
cuda_ml_get_state.cuda_ml_rand_forest Source code
cuda_ml_get_state.cuda_ml_svc Source code
cuda_ml_get_state.cuda_ml_svc_ovr Source code
cuda_ml_get_state.cuda_ml_svr Source code
cuda_ml_get_state.cuda_ml_umap Source code
cuda_ml_get_state.default Source code
cuda_ml_glibc_version Source code
cuda_ml_hash_file Source code
cuda_ml_install Man page Source code
cuda_ml_install_backend Source code
cuda_ml_install_backend_asset Source code
cuda_ml_install_nvforest_cpu_backend Source code
cuda_ml_install_runtime Source code
cuda_ml_install_source_backend Source code
cuda_ml_inventory_complete Source code
cuda_ml_inverse_transform Man page Source code
cuda_ml_inverse_transform.cuda_ml_pca Source code
cuda_ml_inverse_transform.cuda_ml_tsvd Source code
cuda_ml_is_elf Source code
cuda_ml_kmeans Man page Source code
cuda_ml_knn Man page Source code
cuda_ml_knn.data.frame Man page Source code
cuda_ml_knn.default Man page Source code
cuda_ml_knn.formula Man page Source code
cuda_ml_knn.matrix Man page Source code
cuda_ml_knn.recipe Man page Source code
cuda_ml_knn_algo Man page
cuda_ml_knn_algo_ivfflat Man page Source code
cuda_ml_knn_algo_ivfpq Man page Source code
cuda_ml_knn_bridge Source code
cuda_ml_lasso Man page Source code
cuda_ml_lasso.data.frame Man page Source code
cuda_ml_lasso.default Man page Source code
cuda_ml_lasso.formula Man page Source code
cuda_ml_lasso.matrix Man page Source code
cuda_ml_lasso.recipe Man page Source code
cuda_ml_lasso_bridge Source code
cuda_ml_linear_reg Man page Source code
cuda_ml_link_runtime Source code
cuda_ml_load_backend Source code
cuda_ml_load_nvforest_cpu_backend Source code
cuda_ml_logistic_reg Man page Source code
cuda_ml_logistic_reg.data.frame Man page Source code
cuda_ml_logistic_reg.default Man page Source code
cuda_ml_logistic_reg.formula Man page Source code
cuda_ml_logistic_reg.matrix Man page Source code
cuda_ml_logistic_reg.recipe Man page Source code
cuda_ml_logistic_reg_bridge Source code
cuda_ml_native_symbols Source code
cuda_ml_needed Source code
cuda_ml_nvforest_cpu_archive_files Source code
cuda_ml_nvforest_cpu_archive_metadata Source code
cuda_ml_nvforest_cpu_backend_catalog Source code
cuda_ml_nvforest_cpu_backend_complete Source code
cuda_ml_nvforest_cpu_backend_identity Source code
cuda_ml_nvforest_cpu_backend_path Source code
cuda_ml_nvforest_cpu_backend_release Source code
cuda_ml_nvforest_cpu_backend_url Source code
cuda_ml_nvforest_cpu_native_symbols Source code
cuda_ml_nvforest_cpu_registration_valid Source code
cuda_ml_nvforest_cpu_symbol Source code
cuda_ml_nvforest_export Man page Source code
cuda_ml_nvforest_import Man page Source code
cuda_ml_nvforest_info Man page Source code
cuda_ml_nvforest_leaf_ids Man page Source code
cuda_ml_nvforest_load_model Man page Source code
cuda_ml_nvforest_predict_per_tree Man page Source code
cuda_ml_ols Man page Source code
cuda_ml_ols.data.frame Man page Source code
cuda_ml_ols.default Man page Source code
cuda_ml_ols.formula Man page Source code
cuda_ml_ols.matrix Man page Source code
cuda_ml_ols.recipe Man page Source code
cuda_ml_ols_bridge Source code
cuda_ml_patchelf Source code
cuda_ml_pca Man page Source code
cuda_ml_platform Source code
cuda_ml_prepare_nvforest_cpu_backend Source code
cuda_ml_prepare_runtime Source code
cuda_ml_prepare_source_backend Source code
cuda_ml_r_version Source code
cuda_ml_rand_forest Man page Source code
cuda_ml_rand_forest.data.frame Man page Source code
cuda_ml_rand_forest.default Man page Source code
cuda_ml_rand_forest.formula Man page Source code
cuda_ml_rand_forest.matrix Man page Source code
cuda_ml_rand_forest.recipe Man page Source code
cuda_ml_rand_forest_bridge Source code
cuda_ml_read_inventory Source code
cuda_ml_replace_needed Source code
cuda_ml_require_backend Source code
cuda_ml_require_nvforest_cpu_backend Source code
cuda_ml_ridge Man page Source code
cuda_ml_ridge.data.frame Man page Source code
cuda_ml_ridge.default Man page Source code
cuda_ml_ridge.formula Man page Source code
cuda_ml_ridge.matrix Man page Source code
cuda_ml_ridge.recipe Man page Source code
cuda_ml_ridge_bridge Source code
cuda_ml_runtime_audit Man page Source code
cuda_ml_runtime_complete Source code
cuda_ml_runtime_identity Source code
cuda_ml_runtime_manifest Source code
cuda_ml_runtime_path Source code
cuda_ml_serialize Man page Source code
cuda_ml_serialize.cuda_ml_model Source code
cuda_ml_serialize.default Source code
cuda_ml_set_state Source code
cuda_ml_set_state.cuda_ml_linear_model_state Source code
cuda_ml_set_state.cuda_ml_logistic_reg_model_state Source code
cuda_ml_set_state.cuda_ml_nvforest_model_state Source code
cuda_ml_set_state.cuda_ml_pca_model_state Source code
cuda_ml_set_state.cuda_ml_rand_forest_model_state Source code
cuda_ml_set_state.cuda_ml_svc_model_state Source code
cuda_ml_set_state.cuda_ml_svc_ovr_model_state Source code
cuda_ml_set_state.cuda_ml_svr_model_state Source code
cuda_ml_set_state.cuda_ml_umap_model_state Source code
cuda_ml_set_state.default Source code
cuda_ml_set_state_with_options Source code
cuda_ml_set_state_with_options.cuda_ml_nvforest_model_state Source code
cuda_ml_set_state_with_options.cuda_ml_rand_forest_model_state Source code
cuda_ml_set_state_with_options.default Source code
cuda_ml_sgd Man page Source code
cuda_ml_sgd.data.frame Man page Source code
cuda_ml_sgd.default Man page Source code
cuda_ml_sgd.formula Man page Source code
cuda_ml_sgd.matrix Man page Source code
cuda_ml_sgd.recipe Man page Source code
cuda_ml_sgd_bridge Source code
cuda_ml_source_architectures Source code
cuda_ml_source_backend_complete Source code
cuda_ml_source_backend_path Source code
cuda_ml_source_build_inputs Source code
cuda_ml_source_build_tools Source code
cuda_ml_source_cmake Source code
cuda_ml_source_compiler Source code
cuda_ml_source_compiler_error Source code
cuda_ml_source_cuda_libdir Source code
cuda_ml_source_cuml_version Source code
cuda_ml_source_detect_architectures Source code
cuda_ml_source_header_integer Source code
cuda_ml_source_identity Source code
cuda_ml_source_lock_metadata Source code
cuda_ml_source_native_architectures Source code
cuda_ml_source_nvforest_version Source code
cuda_ml_source_tool_version Source code
cuda_ml_source_treelite_version Source code
cuda_ml_state_backend_identity Source code
cuda_ml_state_backend_requirements Source code
cuda_ml_state_payload Source code
cuda_ml_supported_platform Source code
cuda_ml_svm Man page Source code
cuda_ml_svm.data.frame Man page Source code
cuda_ml_svm.default Man page Source code
cuda_ml_svm.formula Man page Source code
cuda_ml_svm.matrix Man page Source code
cuda_ml_svm.recipe Man page Source code
cuda_ml_svm_bridge Source code
cuda_ml_svm_classification_binary_impl Source code
cuda_ml_svm_classification_multiclass_impl Source code
cuda_ml_svm_regression_impl Source code
cuda_ml_system_library Source code
cuda_ml_transform Man page Source code
cuda_ml_transform.cuda_ml_tsvd Source code
cuda_ml_transform.cuda_ml_umap Source code
cuda_ml_tsne Man page Source code
cuda_ml_tsvd Man page Source code
cuda_ml_umap Man page Source code
cuda_ml_unserialize Man page Source code
cuda_ml_validate_dependencies Source code
cuda_ml_validate_model_state Source code
cuda_ml_write_backend_asset_complete Source code
cuda_ml_write_backend_complete Source code
cuda_ml_write_backend_selection Source code
cuda_ml_write_inventory Source code
cuda_ml_write_nvforest_cpu_backend_complete Source code
cuda_ml_write_runtime_complete Source code
decision_tree_match_split_criterion Source code
elastic_net_validate_alpha Source code
elastic_net_validate_l1_ratio Source code
get_pred_levels Source code
kmeans_match_init_method Source code
knn_match_algo Source code
knn_match_metric Source code
knn_validate_ivfpq_params Source code
lasso_validate_alpha Source code
logistic_reg_build_qn_params Source code
logistic_reg_build_sample_weight Source code
logistic_reg_validate_class_weight Source code
logistic_reg_validate_sample_weight Source code
match_eig_algo Source code
new_linear_model Source code
new_model Source code
new_model_state Source code
new_nvforest_model Source code
new_pca_model Source code
new_tsne_model Source code
new_umap_model Source code
nvforest_chunk_size Source code
nvforest_code_name Source code
nvforest_cpu_call Source code
nvforest_cpu_pointer Source code
nvforest_export_feature_names Source code
nvforest_export_manifest Source code
nvforest_export_model_info Source code
nvforest_export_paths Source code
nvforest_export_state Source code
nvforest_inference_options Source code
nvforest_json_scalar Source code
nvforest_match_device Source code
nvforest_match_layout Source code
nvforest_match_model_type Source code
nvforest_match_precision Source code
nvforest_model_payload Source code
nvforest_native_load_model Source code
nvforest_native_model_info Source code
nvforest_native_predict Source code
nvforest_native_serialize Source code
nvforest_native_unserialize Source code
nvforest_predict_matrix Source code
nvforest_predictors Source code
nvforest_read_checkpoint Source code
nvforest_tag_cpu_pointer Source code
nvforest_task_mode Source code
nvforest_task_name Source code
nvforest_unserialize_payload Source code
nvforest_unserialize_payload_with_options Source code
nvforest_use_slim_cpu_backend Source code
nvforest_validate_export_manifest Source code
nvforest_validate_export_model Source code
nvforest_validate_model Source code
ols_match_method Source code
postprocess_class_probabilities Source code
postprocess_classification_results Source code
postprocess_regression_results Source code
predict.cuda_ml_knn Man page Source code
predict.cuda_ml_linear_model Man page Source code
predict.cuda_ml_logistic_reg Man page Source code
predict.cuda_ml_nvforest Man page Source code
predict.cuda_ml_svm Man page Source code
predict_cuda_ml_knn_bridge Source code
predict_cuda_ml_knn_classification_impl Source code
predict_cuda_ml_knn_regression_impl Source code
predict_cuda_ml_svm_bridge Source code
predict_cuda_ml_svm_classification_binary_impl Source code
predict_cuda_ml_svm_classification_multiclass_impl Source code
predict_cuda_ml_svm_regression_impl Source code
register_knn_model Source code
register_linear_reg_model Source code
register_logistic_reg_models Source code
register_parsnip_models Source code
register_rand_forest_model Source code
register_svm_model Source code
report_undefined_fn Source code
ridge_validate_alpha Source code
sgd_match_learning_rate Source code
sgd_match_penalty Source code
svm_match_kernel_type Source code
tsne_match_method Source code
umap_match_init_mode Source code
umap_match_metric_type Source code
validate_classification_outcome Source code
validate_lm_input Source code
cuda.ml documentation built on Aug. 21, 2026, 9:14 a.m.