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Bug fix, use L1-norm instead of L2-norm for L1 regularization #103

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@klintan klintan commented Oct 26, 2022

The default norm for np.linalg.norm is the Frobenius norm or L2-norm. This needs to change to the L1 norm (Manhattan) to be correct.

PS. This project is somewhat abandoned it seems, but I think it makes sense to have a PR for other people looking for things that might be incorrect. I spent some time trying to figure this one out :P

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