How the BIDS shared in datalad were created?

Hi! many thanks to datalad contributors, it is in use in our lab for fMRI data analysis.
I have a small question - how do you convert non-BIDS data to BIDS? with heudiconv or manually? or any other solution?

DataLad does not impose constraints on how one can approach this topic. Heudiconv is certainly a good choice. Heudiconv in a container an even better one.

You can check out a workflow description here that covers this topic

If heudiconv alone is not sufficient for your needs, we also have more specialized extensions with more degrees of freedom, like

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