linkedin / FastTreeSHAP

Fast SHAP value computation for interpreting tree-based models
BSD 2-Clause "Simplified" License
512 stars 31 forks source link

Update package #32

Open ReinierKoops opened 6 months ago

ReinierKoops commented 6 months ago

Hi, love your package. Will it receive an update so its in sync with SHAP? Preferably it would be nice if we could distill the computation and perhaps propose a PR for SHAP, since keeping up to date with shap might be infeasible.

For example when running Fasttreeshap I found a bug related to Lightgbm where if the data contained categorical values it wouldn't run: https://github.com/shap/shap/issues/2144

This is fixed in the latest shap but not in FastTreeSHAP.