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1. gnn_identity_effects gnn_identity_effects Public

   Code repo associated to the paper "Generalization Limits of Graph Neural Networks in Identity Effects Learning" from G. A. D'Inverno, S. Brugiapaglia, M. Ravanelli.

   Python 1

2. dyn-gnn dyn-gnn Public

   Github repository associated to the paper "Weisfeiler-Lehman goes Dynamic: An Analysis of the Expressive Power of Graph Neural Networks for Attributed and Dynamic Graphs"

   Jupyter Notebook 1

3. static-gnn static-gnn Public

   Code repo associated to the paper "On the approximation capability of GNNs in node classification/regression tasks"

   Jupyter Notebook

4. vc-dim-gnn vc-dim-gnn Public

   Code associated to the paper "VC dimension of Graph Neural Networks with Pfaffian activation functions"

   Jupyter Notebook