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Here we've defined some drivers to help implementing the GSP algorithm from scratch (with some simplifying assumptions, like not having an itemset of length > 1 withing a sequence, although it matches many real situations, like text mining and website clicks analyzing).
HAISampler source code and supplementary documents
The HAISampler algorithm repository