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Add feature_mask to GLM #292

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billbrod opened this issue Jan 14, 2025 · 0 comments
Open

Add feature_mask to GLM #292

billbrod opened this issue Jan 14, 2025 · 0 comments

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@billbrod
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Right now, only PopulationGLM has a feature_mask attribute. But feature_mask could also be used by GLM to select which inputs are necessary (as done in https://github.com/flatironinstitute/ccn-software-jan-2025/, the model selection notebook).

This would involve moving all feature_mask logic (including __sklearn_clone__, introduced in #291 ) to GLM. Or does it belong in BaseRegressor?

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