interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.
https://interpret.ml/docs
MIT License
6.04k stars 715 forks source link

Multi target black box models explanation #492

Open nchesk opened 5 months ago

nchesk commented 5 months ago

Hi, thank you for your product!

Can i use this tool to interpret multitarget timeseries model?

Like this, for example

Could you help me by providing a snippet of code?

Thanks!

richcaruana commented 5 months ago

There is nothing in our current repo specifically designed for dealing with time series. However, if you can use standard supervised learning for your time series prediction, then the EBMs should work well and remain interpretable.