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vectorize operations where possible (allowing tensors, etc...) #126

@kratsg

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@kratsg

is it possible to somehow vectorize combine/reduce the distributions as part of graph optimization or is it unnecessary -- such as how pyhf has a GaussianCombined and PoissonCombined to handle all of this. Follow up from #110. See also #18.

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