# cuml.ensemble

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| [`IsolationForest`](../generated/cuml.ensemble.IsolationForest/index.html.md#cuml.ensemble.IsolationForest)               | GPU-accelerated Isolation Forest for anomaly detection.                                                   |
|--------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------|
| [`RandomForestClassifier`](../generated/cuml.ensemble.RandomForestClassifier/index.html.md#cuml.ensemble.RandomForestClassifier) | Implements a Random Forest classifier model which fits multiple decision tree classifiers in an ensemble. |
| [`RandomForestRegressor`](../generated/cuml.ensemble.RandomForestRegressor/index.html.md#cuml.ensemble.RandomForestRegressor)   | Implements a Random Forest regressor model which fits multiple decision trees in an ensemble.             |