The code for the MatDecomposeSVD() helper function assumes that the source matrix is square because the helper is being used to compute a matrix inverse and inverse only applies to square matrices.

Using Python and Scikit-learn, you have learned how to build your own – and have learned the basics of TF-IDF and of non-negative matrix factorization in the process. More resources: ...