Graph-Bert

Source code of "Graph-Bert: Only Attention is Needed for Learning Graph Representations".

Please check the script.py as the entry point. We suggest to run the code with Pycharm.

Learning results of Graph-Bert with graph-raw residual on Cora dataset.

Learning results of Graph-Bert with raw residual on Cora dataset.

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
data/cora		data/cora
result		result
DatasetLoader.py		DatasetLoader.py
EvaluateAcc.py		EvaluateAcc.py
MethodBertComp.py		MethodBertComp.py
MethodGraphBatching.py		MethodGraphBatching.py
MethodGraphBert.py		MethodGraphBert.py
MethodGraphBertNodeClassification.py		MethodGraphBertNodeClassification.py
MethodGraphBertNodeConstruct.py		MethodGraphBertNodeConstruct.py
MethodHopDistance.py		MethodHopDistance.py
MethodWLNodeColoring.py		MethodWLNodeColoring.py
README.md		README.md
ResultSaving.py		ResultSaving.py
Settings.py		Settings.py
__init__.py		__init__.py
cora_graph_residual_k_7.png		cora_graph_residual_k_7.png
cora_none_residual_k_7.png		cora_none_residual_k_7.png
cora_raw_residual_k_7.png		cora_raw_residual_k_7.png
dataset.py		dataset.py
evaluate.py		evaluate.py
method.py		method.py
plot_script.py		plot_script.py
result.py		result.py
script.py		script.py
script_bert_testing.py		script_bert_testing.py
setting.py		setting.py

anonymous-sourcecode/Graph-Bert