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Soap Descriptors

James Darby requested to merge jpd47/nomad-FAIR:soap into develop

The goal here is to write a normalizer that computes SOAP descriptors for representative structures. These descriptors could then be used for things like visualising the database with a PCA plot or querying the database for similar structures or environments.

@mscheidg This is an initial proposal for the normalizer that runs on my local OASIS with the "example uploads".

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