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Theoretically, the inputs need to be mapped to (0, one) whenever they follow a Gaussian distribution. However, it is crucial to notice that not all inputs essentially abide by a Gaussian distribution and as a consequence might not be suitable for this normalization process. Some inputs may have Excessive values that may have an impact on the normal
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