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Improvements to checkpointing to align it with bilby!746

Gregory Ashtonrequested to merge
improve-checkpoint-behaviour into master

See bilby!746 (merged)

  1. Pickle the entire sampler
  2. Save every check_point_deltaT seconds
  3. Add stats and run plots at each iteration

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