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ustunb / actionable-recourse

python tools to check recourse in linear classification
BSD 3-Clause "New" or "Revised" License
75 stars 19 forks source link

Why only linear models? #15

Open ezzeldinadel opened 4 years ago

ezzeldinadel commented 4 years ago

Did you experiment with non-linear models? If so what are the notes?

If not, why? What would be an approach to get recourse on more complex models (DNN) ?

naveen-marthala commented 2 years ago

yeah, if not DNNs, adding support for tree based models like RandomForest, Bagging, AdaBoot, XGBoost, LightGBM would be helpful too.