Man pages for cuda.ml
R Interface for the RAPIDS cuML Suite of Libraries
| cuda.ml | 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... |
| 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)... |
| 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... |
| 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... |
| cuda_ml_unserialize | Unserialize a CuML model state |
| cuML_major_version | Get the major version of the RAPIDS cuML shared library... |
| cuML_minor_version | Get the minor version of the RAPIDS cuML shared library... |
| has_cuML | Determine whether cuda.ml was linked to a valid version of... |
| 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. |
