cuML_major_version      Get the major version of the RAPIDS cuML shared
                        library {cuda.ml} was linked to.
cuML_minor_version      Get the minor version of the RAPIDS cuML shared
                        library {cuda.ml} was linked to.
cuda.ml-package         cuda.ml
cuda_ml_agglomerative_clustering
                        Perform Single-Linkage Agglomerative
                        Clustering.
cuda_ml_can_predict_class_probabilities
                        Determine whether a CuML model can predict
                        class probabilities.
cuda_ml_dbscan          Run the DBSCAN clustering algorithm.
cuda_ml_elastic_net     Train a linear model using elastic regression.
cuda_ml_fil_enabled     Determine whether Forest Inference Library
                        (FIL) functionalities are enabled in the
                        current installation of {cuda.ml}.
cuda_ml_fil_load_model
                        Load a XGBoost or LightGBM model file.
cuda_ml_inverse_transform
                        Apply the inverse transformation defined by a
                        trained cuML model.
cuda_ml_is_classifier   Determine whether a CuML model is a classifier.
cuda_ml_kmeans          Run the K means clustering algorithm.
cuda_ml_knn             Build a KNN model.
cuda_ml_knn_algo_ivfflat
                        Build a specification for the "ivfflat" KNN
                        query algorithm.
cuda_ml_knn_algo_ivfpq
                        Build a specification for the "ivfpq" KNN query
                        algorithm.
cuda_ml_knn_algo_ivfsq
                        Build a specification for the "ivfsq" KNN query
                        algorithm.
cuda_ml_lasso           Train a linear model using LASSO regression.
cuda_ml_logistic_reg    Train a logistic regression model.
cuda_ml_ols             Train a OLS model.
cuda_ml_pca             Perform principal component analysis.
cuda_ml_rand_forest     Train a random forest model.
cuda_ml_rand_proj       Random projection for dimensionality reduction.
cuda_ml_ridge           Train a linear model using ridge regression.
cuda_ml_serialize       Serialize a CuML model
cuda_ml_sgd             Train a MBSGD linear model.
cuda_ml_svm             Train a SVM model.
cuda_ml_transform       Transform data using a trained cuML model.
cuda_ml_tsne            t-distributed Stochastic Neighbor Embedding.
cuda_ml_tsvd            Truncated SVD.
cuda_ml_umap            Uniform Manifold Approximation and Projection
                        (UMAP) for dimension reduction.
cuda_ml_unserialize     Unserialize a CuML model state
has_cuML                Determine whether {cuda.ml} was linked to a
                        valid version of the RAPIDS cuML shared
                        library.
predict.cuda_ml_fil     Make predictions on new data points.
predict.cuda_ml_knn     Make predictions on new data points.
predict.cuda_ml_linear_model
                        Make predictions on new data points.
predict.cuda_ml_logistic_reg
                        Make predictions on new data points.
predict.cuda_ml_rand_forest
                        Make predictions on new data points.
predict.cuda_ml_svm     Make predictions on new data points.
