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Learning curve for least squares

From the learning curve for least squares we can see that the feature set that I’m using is simply not rich enough to capture enough information required for a competitive score on the leaderboard.

 I’m having a bit of trouble with my implementation of ridge regression, but I cannot figure what I’ve done wrong in my code.

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