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Singular Value Decomposition (SVD) Part 1

Singular Value Decomposition (SVD) Part 1

Singular Value Decomposition (SVD) is a complex computation in Linear Algebra, and it's widely used in recommendation system. By SVD, the input user-ratings matrix can be divided into three different

2022-01-14
Mathematics
Linear Algebra
Vector Space

Vector Space

In mathematics, vector space is a set of objects that can be operated(added, multipled and so on) together with number A vector space is a triple(V, +, .) and it must obey the following 9 rules: Clos

2021-12-23
Mathematics
Linear Algebra
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