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Currently, the Java VM cannot be restarted after it is shut down.
This limitation can be avoided if we run all tasks that require the VM in a separate process using the multiprocessing module: LeeKamentsky/python-javabridge#88
This would also allow us to run many causal discovery procedures in parallel. A downside is that the start of a new process adds additional overhead that will affect the runtime of an analysis.
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