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Assuming your data is not purely random (otherwise it will be difficult to make useful predictions), you can try the following: Hidden Markov Models: Treating your discrete numbers as states, you can use HMMs to predict the next state (next number) by looking at the last or the $n$ last states. Recurrent Neural Networks: Assuming you have a lot of number ...

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