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I noticed that the L2 regularization penalty (in linear-classify.md) calculated for vector w2 = [0.25, 0.25, 0.25, 0.25] = 0.5 is incorrect, and the value is 0.25 so I corrected it.

My apologies if this PR sounds very simple, but hopefully I will make more impactful PRs in the future once I get a better grasp on NNs topics :-)

fixing the L2 penalization value for vector w2
@Muhab2001 Muhab2001 changed the title Fix regualirzation penalty in linear-classify.md Fix L2 regularization penalty in linear-classify.md Sep 12, 2023
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