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Implement `normalise()`

Ryan Curtin requested to merge rcurtin/bandicoot-code:normalise into unstable

This implements normalise() for vectors and matrices. The hardest part of this code was to not write "normalize". 😄

I also found a bug with the robust 2-norm handling in OpenCL that I fixed.

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