Sparse Structure Learning via Graph Neural Networks for inductive document classification

Make graph dataset

1. create co-occurrence graph for datasets.

   python ssl_make_graphs/create_cooc_document.py --raw_path SOURCEPATH --pre_path TARGETPATH --task DATASET --partition TRAINorTEST --window_size SIZE
   

2. construct in memory graph datsets.

   python ssl_make_graphs/PygDocsGraphDatset.py --raw_path SOURCEPATH --task DATASET 
   

Reproduce

python ssl_graphmodels/pyg_models/train_docs.py