Deep Learning for predicting confidence intervals

Hi all,
I’m working on a problem, where
a) I need to predict a value based on tabular data (easy/standard problem), but then
b) say what is the confidence interval around this value in order to limit surprises from outliers (the application is safety critical, hence we really need this)

We have tried standard Gaussian processes (=slow & impractical) but I would love to try some Deep Learning on it, too. I have done the fast AI course - and loved it, so best if I could tryfastAI on this problem as well :slight_smile:

Is there sth in fasiAI already?

Thanks, Karen