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Efficient weight calculation #19

@KOVALW

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@KOVALW

The current for loop method handles only one proposed particle at a time and compares with a current population when calling calculate_weights method on the updater. It would be preferable to either store particles and later run an efficient re-weighting or to at least perform an efficient calculation at the single particle level, replacing the for loop over current population particles transition probabilities

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