The code in this repository aims to
-
implement the node similarity measures introduced in the A Survey on Oversmoothing in Graph Neural Networks paper
-
replicate (some of) the empirical results
Currently implemented:
- Mean Average Distance (MAD)
- Dirichlet Energy
$\sqrt{\mathcal{E}}$