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Ecological models such as the generalized Lotka-Volterra (gLV) or the MacArthur consumer resource models were typically utilized to infer the interaction parameter values, but machine learning models, such as the recurrent neural networks (RNNs), have recently gained interest due to their greater flexibility compared to modeling dynamical systems (Thompson et al., 2023)