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This is an interesting question. I would reformulate a little bit your question and try an attempt of answer of why using neural networks is not a good idea for predicting market direction. IMHO, one main reason would be that it is not possible to experiment a strategy without modifying the market behavior and thus it is impossible to repeat the same ...

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