shapiq
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Add interventional TreeExplainer
Add the interventional interaction method from this paper. This would be another algorithm accessible through the TreeExplainer
. The method should work with our TreeModel
data structure (potentially extend TreeModel
). This would be a big selling point for the paper and the package.
The interventional treeshapiq is a quite straight forward algorithm with our data model and would be a valuable addition.