/tools/SGNN-EBM
SGNN-EBM
chao1224/SGNN-EBM
summary
SGNN-EBM is a tool designed for structured multi-task learning aimed at predicting molecular properties. It includes a novel dataset for drug discovery and proposes a state graph neural network-energy based model for effective task modeling.
description
Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)
topics
knowledge-graphmoleculemultitask-learningenergy-based-modelppi-networksstringchemblchembl-string
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