Machine Learning, Fluid Mechanics, Svd, Data Science, Python.
discarding the rest. This principle, often referred to as the Gram-Schmidt theorem or the Eckart-Young theorem, can be summarized as follows: The optimal rank-r approximation to X, in a least-squares sense, is given by the truncated SVD approximation X_Hat such that: This equation underscores the