The Julia folks have done some interesting work with missing values that I thought might be of interest [1, 2].

Looks like it would be pretty easy to do something similar in D with either unions or Algebraic. The time-consuming part would be making sure everything works seamlessly with mathematical functions.



[1] https://julialang.org/blog/2018/06/missing
[2] https://www.reddit.com/r/programming/comments/8spmca/firstclass_statistical_missing_values_support_in/

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