powershap icon indicating copy to clipboard operation
powershap copied to clipboard

Published 20 hours ago • verified publisher icon predict-idlab

Consider using FastTreeSHAP?

Open almostintuitive opened this issue 2 years ago • 1 comments
trafficstars

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 avatar May 26 '23 19:05 almostintuitive

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!

almostintuitive avatar Jul 12 '23 12:07 almostintuitive