# cuml.explainer

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| [`KernelExplainer`](../generated/cuml.explainer.KernelExplainer/index.html.md#cuml.explainer.KernelExplainer)           | GPU accelerated of SHAP's kernel explainer.                                              |
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| [`PermutationExplainer`](../generated/cuml.explainer.PermutationExplainer/index.html.md#cuml.explainer.PermutationExplainer) | GPU accelerated version of SHAP's PermutationExplainer                                   |
| [`TreeExplainer`](../generated/cuml.explainer.TreeExplainer/index.html.md#cuml.explainer.TreeExplainer)               | Model explainer that calculates Shapley values for the predictions of tree-based models. |