Multi-task Graph Attention (MGA) is a novel framework to make fully use of available toxicity data, which can simultaneously learn the regression and classification tasks for toxicity prediction. Here is the overview of the Multi-task Graph Attention framework.
requirements：
python 3.6
anaconda
dgl 0.4.3
xgboost
rdkit
pytorch
sklearn