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Also known as Numerical Analysis, Numerics aims to provide methods and algorithms for numerical computations.

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Why is it much quicker to compute ridge regression than regular linear regression? [duplicate]

By my understanding, for a matrix with n samples and p features: Ridge regression using cholesky takes O(p^3) time Ordinary linear regression takes O(p^3) time Singular value decomposition if u, v a …
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