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Allow customize proposal choice, and varying ntrials in parameter splitting.

SARTIRANA Andréa requested to merge custom_choose_proposal into master

modifications proposed:

  • created a chain and sampler argument to customize the function for choosing proposal. It defaults to the usual one (picking up one proposal randomly according to weights)
  • modified the PS Chain so that the number of fast trials can be modified according to the proposal
  • added an history method to the PS Chain so that running with the profiling option does not fail

@maudelejeune , can you please have a quick look before merging.

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