Enzymes are amino acid sequences; these sequences are converted into numerical vectors, depicted as grey squares, which are then transformed into a single vector by a deep learning model (top left).

Schematic diagram of the prediction process: Protein databases provide a dataset with 8,500 experimentally validated transporter-substrate pairs to train the model (top). Transport proteins comprise a ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the gradient boosting regression technique, where the goal is to predict a single numeric value. Compared to ...