2021-07-30

Using scikit-learn NMF with ONE precomputed basis vector

I am using scikit-learn NMF to decompose a matrix I have to 2-4 bases/factors.

I have only 1 factor which I know/want to anchor, namely I know W(1) and I want to use that knowledge in my factorization process. Is that possible?

I know I can use scikit-learn NMF with a fixed H or W matrix (see this question and answer) in case I have the entire matrix fixed. But what if I only have one basis/factor fixed? Is that technically possible to achieve with this function?



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