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# lj_matrix
This is an exploration of a representation (or descriptor), based on the Lennard-Jones potential, for use in prediction of atomization energies (and possibly other properties) of molecules with Machine Learning (ML).
An implementation of existing representations, this new representation and most of the ML routine is created from the, mostly, ground up.
The dataset used is the QM7 dataset obtained from the [QML tutorial repository.](https://github.com/qmlcode/tutorial)
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