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I want to know if there is a way to run R code (train, mutate, search, ...) in the background, without the need to wait for execution to end or to manually transfer related data to a new session.

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    https://blog.rstudio.com/2019/03/14/rstudio-1-2-jobs/ – Jon Spring May 17 '19 at 23:39
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    Possible duplicates - https://stackoverflow.com/questions/20596786/rstudio-is-it-possible-to-run-a-code-in-the-background or even https://stackoverflow.com/questions/41057849/run-asynchronous-function-in-r/42630770 – thelatemail May 17 '19 at 23:48

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Multiple tabs in R-Studio or running multiple sessions in a Jupyer notebook from localhost:8888, localhost:8889, localhost:8890, localhost:8891, etc. is another crude way.

Be mindful of system compute strengths/limitations.

Michael B
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