Soap Descriptors

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".