DGOW

Graph Neural Networks on Discriminative Graphs of Words

Structural Similarity

• To generate the spectral emmbedding and compute the inter-similarity and the the intra-similarity :

  cd ./Similarity/FastGAE_embedding
  python generate_embedding_GAE.py --config "MG" --dataset "R8"
  python compute_similarity.py  --config "MG" --dataset "R8"
  

• To generate the FastGAE emmbedding and compute the inter-similarity and the the intra-similarity :

  cd ./Similarity/Spectral_embedding
  python generate_embedding.py --config "MG" --dataset "R8"
  python compute_similarity.py  --config "MG" --dataset "R8"
  

Using DGoW-GNN Model

```
cd ./code
python main.py --dataset "R8" 
```