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Decide where to put sampler recommender #699

@chaozg

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@chaozg

It is concluded from our stand-up that:

  • Indeed, the above suggestion from @jakobsj is neat and intuitive;
  • @amal-ghamdi mentioned that, however, implementing such a feature requires direct changes to density/distribution, which we have deliberately avoided so far. Currently, we do sampling via the interface of BayesianProblem or sampler, instead of with density/distribution directly. Introducing this feature will break this consistency and convention.
  • recommender does not seem to fit well at the very high level of cuqi, cuqi.utilities or cuqi.sampler.
  • We agree that more careful consideration is needed on this issue.
  • Therefore, it's decided that we put recommender back to the experimental module, which is appropriate in the sense that the feature is still experimental.

Originally posted by @chaozg in #693 (comment)

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