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andreArtelt / ceml

CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
MIT License
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LGBM support #5

Open arsine1996 opened 3 years ago

arsine1996 commented 3 years ago

Thanks for the great package. Can you please add a support for lgbm package as well?

andreArtelt commented 3 years ago

Hi Arsine,

I guess you mean this one - https://github.com/microsoft/LightGBM - right? I will add it to the toolbox in one of the next releases - but to keep expectations in line, it might take several months until I have time for this :/

Please also note that computing counterfactuals of ensembles is notoriously difficult - usually you get local optima only and not necessarily any formal guarantees.

Best, André