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How to open jupyter in virtualbox from shared folder?

If I install the SageAppliance in windows, the jupyter notebook is started automatically with some internal folder as the base directory. I would like it to start from a custom folder on a shared drive, i.e. a local folder that I enabled for sharing with the virtual machine. Could anyone give me a tip how to do this. In other words, I want to first cd into that shared folder and only then start the jupyter notebook. Is there a way to do that automatically? Thanks a lot! Stan