Additive shap #132
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Additive shap #132
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Looks great! This is a very useful addition, thanks :) |
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This PR adds a convenient additive explainer for many types of models:
lm(),glm(),mgcv::gam(),mgcv::bam(),gam::gam(),survival::coxph(),survival::survreg().Only models without interactions and without "mixed" terms such as "log(x / z)" are possible. But otherwise, even complicated formula elements like "log(x) + ns(x, 4) + poly(z) + some categorical feature" is supported.
It solves #130
ping @dswatson : would be very interested in a review from you