Deep learning in target prediction and drug repositioning: Recent advances and challenges

•Basic principles of commonly used deep learning architectures.•Drug–target interactions based deep learning approaches for drug repositioning.•Heterogeneous networks based deep learning approaches for drug repositioning.•Current challenges of deep learning in drug repositioning.•Possible ways to improve deep learning methods for drug repositioning.