cuml                    cuml
cuml_agglomerative_clustering
                        Perform Single-Linkage Agglomerative
                        Clustering.
cuml_can_predict_class_probabilities
                        Determine whether a CuML model can predict
                        class probabilities.
cuml_dbscan             Run the DBSCAN clustering algorithm.
cuml_fil_enabled        Determine whether Forest Inference Library
                        (FIL) functionalities are enabled in the
                        current installation of cuml.
cuml_fil_load_model     Load a XGBoost or LightGBM model file.
cuml_inverse_transform
                        Apply the inverse transformation defined by a
                        trained cuML model.
cuml_is_classifier      Determine whether a CuML model is a classifier.
cuml_kmeans             Run the K means clustering algorithm.
cuml_knn                Build a KNN model.
cuml_knn_algo_ivfflat   Build a specification for the "ivfflat" KNN
                        query algorithm.
cuml_knn_algo_ivfpq     Build a specification for the "ivfpq" KNN query
                        algorithm.
cuml_knn_algo_ivfsq     Build a specification for the "ivfsq" KNN query
                        algorithm.
cuml_pca                Perform principal component analysis.
cuml_predict            Make predictions on new data points.
cuml_rand_forest        Train a random forest model.
cuml_rand_proj          Random projection for dimensionality reduction.
cuml_serialize          Serialize a CuML model
cuml_svm                Train a SVM model.
cuml_transform          Transform data using a trained cuML model.
cuml_tsne               t-distributed Stochastic Neighbor Embedding.
cuml_tsvd               Truncated SVD.
cuml_umap               Uniform Manifold Approximation and Projection
                        (UMAP) for dimension reduction.
cuml_unserialize        Unserialize a CuML model state
has_libcuml             Determine whether cuml was linked to a valid
                        version of the RAPIDS cuML shared library.
predict.cuml_fil        Make predictions on new data points.
predict.cuml_knn        Make predictions on new data points.
predict.cuml_rand_forest
                        Make predictions on new data points.
predict.cuml_svm        Make predictions on new data points.
