search

irtazahashmi / pytspl

A Python library for Topological Signal Processing and Learning.
MIT License
4 stars 0 forks source link

On efficient eigendecomposition for large matrices #3

Open cookbook-ms opened 9 months ago

cookbook-ms commented 9 months ago

Here I provide some references where they used other fast and efficient EVD libraries, e.g., amg, lobpcg,...

https://github.com/mmp2/megaman/blob/master/megaman/embedding/spectral_embedding.py

This is because we will have cases where the network have hundreds of thousands of edges and we need efficient solvers. Let's though leave this at a later stage and first focus on the completeness of the library. This is just a placeholder for now.

irtazahashmi commented 9 months ago

Thanks, that makes sense. Let's keep this issue in mind.