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All non-biological datasets can be found at FIMI workshop page . Biological dataset can be found in many places but not in a standard format. List below are the dataset in the format suggested in the FIMI workshop.

Related Links

General purpose datasets: Gene Expression datasets repositories: Algorithms & Source Code