In demo1, about function gen_P, implementation of singular set detection seems to be different from the algorithm in the reference paper?

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The function gen_P in demo1 seems to use a different "generation" algorithm from the one in the reference paper, how to learn or have an understanding of the algorithm in the code (demo1), and the connection between the two algorithms?