├── .github └── CODEOWNERS ├── .gitignore ├── GNNs ├── DGL │ ├── gcn_node_classification.ipynb │ └── rgcn_node_classification.ipynb ├── PyG │ ├── gcn_link_prediction.ipynb │ ├── gcn_node_classification.ipynb │ └── hgat_node_classification.ipynb └── Spektral │ └── gcn_node_classification.ipynb ├── README.md ├── algos ├── centrality.ipynb ├── classification.ipynb ├── community.ipynb ├── embedding.ipynb ├── pathfinding.ipynb ├── similarity.ipynb └── topologicalLinkPrediction.ipynb ├── applications ├── fraud_detection │ ├── fraud_detection.ipynb │ └── gsql │ │ ├── amounts.gsql │ │ ├── component_size.gsql │ │ ├── degrees.gsql │ │ └── downsample.gsql ├── large_language_models │ └── TigerGraph_LangChain_Demo.ipynb ├── nodepiece │ ├── nodepiece.ipynb │ └── nodepiece_gnn.ipynb └── recommendation │ └── recommendation.ipynb ├── basics ├── data_loaders.ipynb ├── datasets.ipynb ├── feature_engineering.ipynb ├── gsql_101.ipynb ├── gsql_102.ipynb ├── pyTigergraph_101.ipynb └── template_query.ipynb 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