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Add GlobalRepresentation for SOAP with option for averaging mode. #1

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@sxie22 sxie22 commented Sep 3, 2020

DScribe recently expanded the options for averaging over atoms in the SOAP representation in release 0.4.0.

It would be nice to have a cmlkit.representation.GlobalRepresentation for SOAP in cscribe that includes the inner/outer option in its config. Here's my first attempt.

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