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Implements shap using a Julia port of (linear tree shap)[https://github.com/yupbank/linear_tree_shap].
ToDo: refine interface to better deal with predictions on projected basis (ex: logloss), or multiple target (mlogloss, gaussian, etc.)

@yupbank: could you let me know if you're comfortable with the references/citations I've included in the docs and readme?

This was referenced Jan 20, 2026
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