| Forest Predict | Inference | Score Float32 rows with a pretrained XGBoost, LightGBM, or Treelite forest through nvForest. | nvForest |
| HDBSCAN | Clustering | cuML HDBSCAN fits density-based clusters and returns query-local labels and membership probabilities. | Python API |
| Logistic Regression | Classification | Fit a query-local cuML logistic or softmax classifier and score independent rows. | Python API |
| Random Forest Classifier | Classification | Fit a query-local cuML random forest classifier and score independent rows. | Python API |
| Random Forest Regressor | Regression | Fit a query-local cuML random forest regressor and score independent rows. | Python API |
| TSVD | Dimensionality Reduction | cuML truncated SVD fits and transforms Float32 input rows. | Python API |
| UMAP | Manifold Embedding | cuML UMAP fits a deterministic, query-local manifold embedding for Float32 rows. | Python API |