Tabular Mutli-Label Classification

I have a very imbalanced dataset, it is a multi-label classification problem. It is NOT about image multi-label prediction. I have used the library like scikit-multilabel, but it doesn’t give a satisfactory result. What I have in training data are pure numbers. Can we use FastAI to solve this problem?