Projects in Awesome Lists tagged with graph-signal-processing

https://github.com/mdeff/cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

convolutional-neural-networks deep-learning graph-neural-networks graph-signal-processing graphs

Last synced: 16 May 2025

https://github.com/epfl-lts2/pygsp

Graph Signal Processing in Python

graph-representation graph-signal-processing graphs signal-processing

Last synced: 14 May 2025

https://github.com/epfl-lts2/gspbox

Graph Signal Processing in Matlab

graph-signal-processing graphs

Last synced: 21 Mar 2025

https://github.com/mdeff/pygsp_tutorial_graphsip

Graph signal processing tutorial, presented at the GraphSiP summer school.

education graph-signal-processing graphs

Last synced: 25 Aug 2025

https://github.com/lirongwu/ff-g2m

Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effective GNN-to-MLP Distillation Framework"

graph-knowledge-distillation graph-neural-networks graph-signal-processing high-frequency-analytics knowledge-distillation

Last synced: 21 Jun 2025

https://github.com/ucd4ids/multiscalegraphsignaltransforms.jl

MultiscaleGraphSignalTransforms.jl is a collection of software tools written in the Julia programming language for graph signal processing including HGLET, GHWT, eGHWT, NGWP, Lapped NGWP, and Lapped HGLET. Some of them were originally written in MATLAB by Jeff Irion, but we added more functionalities, e.g., eGHWT, NGWP, etc.

adapted-time-frequency-analysis eghwt ghwt graph-laplacian graph-signal-processing hglet lapped-orthogonal-transform multiscale-basis-dictionaries ngwp spectral-clustering the-best-basis-algorithm wavelets-on-graphs