API Reference

This page provides a detailed reference for the classes and functions within the sgwt package.

Graph Convolution

The core of the library consists of three specialized convolution engines designed for different use cases: static graphs, dynamic graphs with evolving topologies, and polynomial approximations.

Applications

High-level application modules that leverage the underlying convolution engines for specific analysis tasks, such as joint spatial-temporal modal identification.

Spectral Graph Modal Analysis
- API Reference

Utility

Helper functions for signal generation, spectral estimation, and the definition of spectral kernels (rational and polynomial).