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How do you solve a binary input-output problem using NARX?

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Time series inputs are binary eg [0, 1, 1, 0] Time series outputs are binary eg [1, 1, 1, 0]
But from the examples I've seen, NARX output can be a decimal value between 0 and 1, not binary 0 or 1 exactly.
How to configure NARX for binary?

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