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In https://github.com/bfortuner/ml-glossary/blob/master/docs/linear_regression.rst at Multivariable regression - Normalization section mentioned:
Our output is a normalized matrix of the same shape with all values between -1 and 1.
while the provided normalize code normalize the input values between -0.5 and 0.5.
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