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Preprocessing is handled automatically within each of the four AAD analysis files: single-stream_subjDep.py; single-stream_subjInd.py; multi-stream_subjDep.py; and multi-stream_subjInd.py. Simply set the preprocessing parameters, directories etc. as desired in the "para" class for the file, and run.