One of the issues I've been facing was that the range of the eigenvalues
was quite large, and I couldn't easily see a natural threshold to set to
separate the signal and noise subspaces.
This visualisation provides a histogram for this scenario, to assist in
choosing the parameter (which is different in different configurations).
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