spectral-graph-theory

There are 3 repositories under spectral-graph-theory topic.

MarineRoboticsGroup / mac
Maximizing algebraic connectivity for graph sparsification
algebraic-connectivity graph-slam graph-sparsification pose-graph-optimization slam spectral-graph-theory
Language:Python 50
basiralab / AGSR-Net
Brain graph super-resolution using graph neural networks.
super-resolution graphs gnns gan graph-super-resolution brain-network neuroscience graph-neural-network spectral-graph-theory high-resolution-network low-resolution-network
Language:Python 11
ansonb / FeTA_TMLR
This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)
graph-representation-learning graph-transformer spectral-graph-theory
Language:Python 10
fabnavarro / gasper
Graph Signal Processing in R
graph-signal-processing graph graph-wavelet spectral-graph-theory wavelet-transform r machine-learning statistics data-science suitesparse
Language:R 8
kedar2 / FoSR
FoSR: First-order spectral rewiring for addressing oversquashing in GNNs
deep-learning graph-neural-networks machine-learning spectral-graph-theory
Language:Python 5
huidr / spectral-graph-analysis
Using spectral graph theory to analyze two biological networks
biological-networks drug-target-interactions protein-function-associations spectral-graph-analysis spectral-graph-theory
Language:TeX 1
raymonddeng99 / dawn
Research algorithms and data structures in several languages
bandit combinatorial-algorithms expanders game-theory spectral-graph-theory statistical-learning streaming-algorithms
Language:C++ 0
GUPPY
WolfgangErb / GUPPY
Graph Uncertainty Principle PlaYground
spectral-graph-theory numerical-range uncertainty-principle space-frequency-analysis
Language:MATLAB 0
AAnirudh07 / Visual-Approaches-for-Clustering-Tendency-Assessment-of-Graph-Data
Visual-Approaches-for-Clustering-Tendency-Assessment-of-Graph-Data
graph-clustering vat spectral-graph-theory set-theory zachary-karate-club girvan-newman planted-l-partition random-walk
Language:MATLAB
ansonb / EFT
The code for our ICLR 2024 paper: "Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs"
dynamic-graphs gnn spectral-graph-theory
Language:Python
wmkhoo / spectralgraphs
Spectral graph theory algorithms in Python
spectral-graph-theory graph-isomorphism graph-algorithms networkx python3
Language:Python