Modality
modality/graph
Graphs, networks, and higher-order complexes.
Notes
- Persistent Topological Laplacians A Laplacian family built along a filtration; its zero eigenvalues are persistent homology, and the rest are the geometry persistence throws away. Method
- PETLS A C++ library with Python bindings for building persistent topological Laplacians and computing their matrices and spectra. Package
- Simplicial Learning Learn on the complex itself — message passing over simplices and their Hodge structure rather than over graph edges. Method
- Topological Deep Learning Learn the readout instead of hand-picking it — topological structure as input to a model, or as the domain the model operates on. Method