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Might need someone who knows a bit about the method to comment on this.
No real idea about the hyperparameter: if left un-set it ends up as something random (
0.2*sigma0
) andsigma0
gets initialised in a way that I don't understand if it's not provided...Anyway, a vector of 1s seems to work reasonably well for most problems, but some are quite sensitive to this parameter.