Question: Please I need to get this formula in Python codes: Regularized Linear Regression: the GD based method Eaug(w)=N2(XTX+I)wN2XTy Repeat until you are happy: wwEaug(w) i.e.,
Please I need to get this formula in Python codes:

Regularized Linear Regression: the GD based method Eaug(w)=N2(XTX+I)wN2XTy Repeat until you are happy: wwEaug(w) i.e., w(IN2(XTX+I))w+N2XTy (Compute the red parts once. Save and reuse them for all the GD steps.)
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