openff.nagl

A toolkit for the generation of neural network models for predicting molecule properties.

Modules

config

Classes that define configuration options for training or using a GNN Model.

domains

features

Atom and bond features for GNN models.

lookups

molecule

Structures for managing molecule graphs

nn

Components for constructing and processing GNN models

toolkits

Extensions of the OpenFF Toolkit ToolkitWrappers for use with NAGL.

training

Options for training a GNN.

utils

Assorted utilities, including resonance structure generation

Classes

GNNModel

A GNN model for predicting properties of molecules.