My question is around multiple outputs, and if it makes sense/is applicable.

Lets go with a simple example, because I think it can extend to complex ones.

Input script:

CODE:
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It is possible to run the training with three outputs, but I am having a hard time digesting if this will yield me any benefit.

In my mind, what I am trying to do is train the NN to give me buy and sell signals off of RSI (Input), and the output functions are looking at, in this case, 3 separate time frames of stock returns, 25,20, and 50 bars out, and adding them to outputs.

CODE:
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