The first version of PaddleHelix. PaddleHelix is a machine-learning-based bio-computing framework aiming at facilitating the development of the following areas: vaccine design, drug discovery, and precision medicine. PaddleHelix provides examples of representation learning of compounds, representation learning of proteins, drug-target interaction, and RNA folding.