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Directed message passing neural networks for property prediction of molecules and reactions with uncertainty and interpretation.

A deep learning framework (based on Chainer) with applications in Biology and Chemistry.

Enables machine learning on three-dimensional molecular structure.

a robust molecular representation learning framework against distribution shifts.