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input standardization/normalization

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input standardization/normalization

Postby Generator » Fri Dec 29, 2017 5:38 pm

Ive some problems with standardization/normalization inputs of my network.

How to normalize inputs like time and price between -1 and +1?

e.g.: The training data for the "price" is 10, 11, 12, 11, ...

The problem is, that I dont know how the price will be in the future. So I cant use Min = 10 and Max = 12. And I want my network to keep working, even if there is a hyperinflation and the price is very high.
Generator
 
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