Fig. 3.

Machine learning and deep learning-based drug repurposing methods. a) preprocessing of the data accessing different databases following by data cleaning and then making the data machine learning ready. b) splitting of the training and then training and testing of the machine and deep learning models is carried out. Different machine learning and deep learning models are described followed by model validation methods and finally c) shows the deployment of the trained models and prediction validation.