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Repository for the code used in: "Optimal Input Design for Guaranteed Fault Diagnosis of Nonlinear Systems: An Active Deep Learning ApproacOptimal Input Design for Guaranteed Fault Diagnosis of Nonlinear Systems: An Active Deep Learning Approach"