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Add an efficient multicore sampler
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The new sampler relies on forking instead of pickling for the ``sample_one``,
``simulate_one`` and ``accept_one`` functions.
This brings a huge performance improvement for single machine multicore settings
compared to ``multiprocessing.Pool.map`` like execution which repeatedly pickles.