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An MCMC algorithm for sampling continuous probability distributions in parallel

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Hi, When I run `example.py`, I get: ``` python In [1]: %run example.py /o/dgold/miniconda/lib/python2.7/site-packages/IPython/parallel.py:13: ShimWarning: The `IPython.parallel` package has been deprecated. You should import from ipyparallel instead. "You should import...