Thanks for the info. I'm been delving slowly into this field as part of the lab I'm working with but I come from a purely CS background. So I'm not sure how much chemistry I should be knowing to build decent ML models. For now I've been getting away with xgboost and rdkit. There are so many quirks within this field that I'm not sure how one can apply ML to it. Tautomers being one of them