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Neat solution, I remembered another reference that has a derivation for the binomial factor:
http://arxiv.org/abs/2007.12057
I think the double summation in 2.45 might be useful comparison here
The function called "binom factor" is one of those with a variable-sized loop, which is tricky to vectorize. This notebook shows a strategy that might be helpful.