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Tests of the resampling classes

Summary

This MR introduces the following changes

  • conservative tests for count resampling (Undersampling) with simulated data, that actually run it and ensure same result
  • fix non-deterministic behaviour of current PDF resampling
  • conservative tests for PDF resampling with simulated data, that actually run it and ensure same result
  • count sampling and importance sampling with no replacements have a lot code copied from one to another. I propose adding a base classe that both of them inherit (hopefully PDF sampling will inherit it as well)

Relates to the following issues

Touches: #233 (closed) Touches: #152 (closed) Touches: #60 (closed)

Conformity

Edited by Ivan Oleksiyuk

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