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Htg resample fixes

This MR has a few fixes:

  • Standard deviation was bugged: MinimumNumberOfPoints was set to 1 instead of 2.
  • Entropy computation was wrong as well. It needed the new vtkBinsAccumulator.
  • Accumulators in general have a better design. They take as a parameter a lambda function of a function pointer to handle the needed computation. They are now reduced to vtkArithmeticAccumulator, vtkBinsAccumulator, and vtkQuantileAccumulator.
  • The median is replaced by any quantile, given an input percentile that can be a floating point.
  • The user can now shallow / deep copy array measurements or accumulators.
Edited by Yohann Bearzi (Kitware)

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