Functions
The pages below are generated from captured unified GPU catalog descriptors.
Each cuML call takes parenthesized relation subqueries. Classification requires
separate training and predict relations; its result IDs come from predict.
ML Inputs defines the relation contracts, and
cuML SQL API describes installation and model lifetime.
The live catalog contains 6 SQL-visible cuML functions.
| Function | Family | Description | Official API |
|---|---|---|---|
| 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 |