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1. dynamic_graph_benchmark dynamic_graph_benchmark Public

   The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS

   Python 19 1

2. TG-ODE TG-ODE Public

   Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24

   Python 18 1

3. NumGraph NumGraph Public

   Synthetic graph generator

   Python 12

4. Anti-SymmetricDGN Anti-SymmetricDGN Public

   Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-Dissipative Propagation by Anti-Symmetric Deep Graph Networks…

   Python 11

5. non-dissipative-propagation-CTDGs non-dissipative-propagation-CTDGs Public

   Official reference implementation of our paper "Long Range Propagation on Continuous-Time Dynamic Graphs" accepted at ICML24 and "Effective Non-Dissipative Propagation for Continuous-Time Dynamic G…

   Python 7 2

6. CTDG-learning-framework CTDG-learning-framework Public

   Deep learning framework for Continuous-Time Dynamic Graphs. The framework allows to run robust model selection and assessment.

   Python 5