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predict-idlab / powershap

A power-full Shapley feature selection method.
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Consider using FastTreeSHAP? #41

Open almostintuitive opened 1 year ago

almostintuitive commented 1 year ago

https://engineering.linkedin.com/blog/2022/fasttreeshap--accelerating-shap-value-computation-for-trees It looks like it's a drop-in replacement, which we'll start testing next week!

almostintuitive commented 1 year ago

We have been using FastTreeSharp for over a month now, has excellent performance and is an order of mangitude smaller library than shap, which is for some reason, huge. the API is exactly the same, we definitely recommend switching over!