Description
Hello,
I am reaching out to discuss an issue I encountered while using the pygsp library. Specifically, I am working with the compute_fourier_basis function defined in the pygsp/graphs/fourier.py file.
Upon running this function on a large sparse undirected weighted graph, I received an AssertionError at the following assert statement: assert -1e-5 < self._e[0] < 1e-5. I am curious about the basis for this assertion and whether it is a strict requirement for self._e[0] to be within this range.
Could you please provide some clarification on the following:
1. What is the rationale for setting the range for self._e[0] in this assertion?
2. Is it a definitive error if self._e[0] does not fall within this range, or are there exceptions or special cases to consider?
I would appreciate any guidance you can offer to help me understand and resolve this issue.
Thank you for your time and assistance.