Encoding attributes in an Genetic Algorithm

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Genetic Algorithm, Python, Deap

I am writing python code to use a genetic algorithm to choose the parameters of an LSTM neural network. In my case I would like to work with window-size and units. Is it better to create two random integers or use bitstrings?

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