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Convert SA server to use iterative-statistics library

CAULK Robert requested to merge use-iterative-stats into develop

This MR aims to convert Melissa from using our own iterative statistics methods to outsourcing to Iterative Stats.

During this PR I raised an associated PR in the BasicIterativeStats which, if approved by Frederique, would allow us to remove the StatisticalMoment class definition from our source.

  • Convert Sobol methods
  • Convert Statistical Moments
  • Convert experimental design to Iterative stats library methods?
  • Add checkpointing
  • Add documentation helping a user understand experimental design, and how they could customize our experimental classes
  • Convert DL parameter generation to new experimental design API
Edited by CAULK Robert

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