FXstreet

We revisit a form of neural network we had considered in an earlier article by dwelling on one specific hyperparameter. The learning-rate. The Generative Adversarial Network is a neural network that operates in pairs, where one network is trained traditionally to discern the truth, while another is trained to discern the former’s projections from real occurrences. This duality does imply that the traditionally trained network (the former) is trying to fool the latter and this is true, however the two networks are on the ‘same team’ and the simultaneous training of both ultimately makes the generator network more useful to the trader. For this article, we dwell on the training process by focusing on the learning rate.

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