/geom-gcn

Geom-GCN: Geometric Graph Convolutional Networks

Primary LanguagePython

Geom-GCN: Geometric Graph Convolutional Networks

ICLR 2020 Submission

Required Packages

PyTorch, NetworkX, DGL, Numpy, Scipy, Scikit-Learn, Tensorboard, TensorboardX

Table 3

To replicate the Geom-GCN results from Table 3, run

bash NewTableThreeGeomGCN_runs.txt

To replicate the GCN results from Table 3, run

bash NewTableThreeGCN_runs.txt

To replicate the GAT results from Table 3, run

bash NewTableThreeGAT_runs.txt

Results will be stored in runs.

Combination of Embedding Methods

To replicate the results for utilizing all embedding methods simultaneously, run

bash ExperimentTwoAllGeomGCN_runs.txt

Results will be stored in runs.