├── .github ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── feature-request.md │ └── questions-help-support.md ├── PULL_REQUEST_TEMPLATE.md └── README.md ├── .gitignore ├── .readthedocs.yaml ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── README_EN.md ├── docs ├── Makefile ├── README.md ├── build.sh ├── clean.sh ├── requirements.txt ├── source │ ├── _static │ │ ├── YNstep1.png │ │ ├── YNstep2.png │ │ ├── YNstep3.png │ │ ├── image-001.jpg │ │ ├── pipeline_img.png │ │ ├── space4hgnn_distribution.png │ │ └── space4hgnn_rank.png │ ├── _templates │ │ └── class.rst │ ├── advanced_materials │ │ ├── developer_guide.rst │ │ ├── index.rst │ │ ├── model.rst │ │ ├── overview.rst │ │ ├── task.rst │ │ └── trainerFlow.rst │ ├── api │ │ ├── dataset.rst │ │ ├── layer.rst │ │ ├── model.rst │ │ ├── task.rst │ │ └── trainerflow.rst │ ├── conf.py │ ├── get_started │ │ ├── index.rst │ │ └── quick_start.rst │ ├── index.rst │ └── locales │ │ └── zh_CN │ │ └── LC_MESSAGES │ │ ├── api.po │ │ ├── index.po │ │ ├── install.po │ │ └── pipeline.po └── update.sh ├── examples ├── applications │ ├── README.md │ ├── graph_representation_learning │ │ ├── dataset.py │ │ └── train.py │ ├── knowledge_graph │ │ ├── dataset.py │ │ ├── inference.py │ │ └── train.py │ ├── link_prediction │ │ ├── dataset.py │ │ ├── inference.py │ │ └── train.py │ └── node_classification │ │ ├── dataset.py │ │ ├── inference.py │ │ └── train.py ├── basic_usage │ └── run_experiment.py ├── customization │ ├── custom_link_prediction_dataset.py │ ├── custom_model.py │ └── custom_node_classification_dataset.py └── hyperparameter_optimization │ └── hpo.py ├── main.py ├── main_GUI.py ├── openhgnn ├── __init__.py ├── auto │ ├── README.md │ ├── __init__.py │ ├── hpo.py │ └── hpo_space.py ├── config.ini ├── config.py ├── dataset │ ├── AbnormEventDetectionDataset.py │ ├── AdapropI_dataset.py │ ├── AdapropT_dataset.py │ ├── EdgeClassificationDataset.py │ ├── HGCLDataset.py │ ├── HypergraphDataset.py │ ├── Ingram_dataset.py │ ├── LTE_dataset.py │ ├── LinkPredictionDataset.py │ ├── MetaHIN_dataset.py │ ├── NBF_dataset.py │ ├── NodeClassificationDataset.py │ ├── README.md │ ├── RecommendationDataset.py │ ├── SACN_dataset.py │ ├── __init__.py │ ├── academic_graph.py │ ├── adapter.py │ ├── alircd_dataset.py │ ├── base_dataset.py │ ├── data │ │ └── test │ │ │ └── test │ ├── gtn_dataset.py │ ├── hgb_dataset.py │ ├── knowledge_graph.py │ ├── mag_dataset.py │ ├── meirec_dataset.py │ ├── mg2vec_dataset.py │ ├── multigraph.py │ ├── oag_dataset.py │ ├── ohgb.md │ ├── ohgb_dataset.py │ └── utils.py ├── debug │ ├── HGBn-ACM2dgl.py │ ├── data.bin │ └── test.py ├── experiment.py ├── layers │ ├── AdapropI.py │ ├── AdapropT.py │ ├── EmbedLayer.py │ ├── GeneralGNNLayer.py │ ├── GeneralHGNNLayer.py │ ├── HeteroGraphConv.py │ ├── HeteroLinear.py │ ├── MetapathConv.py │ ├── SkipConnection.py │ ├── __init__.py │ ├── compgcn_layer.py │ ├── macro_layer │ │ ├── ATTConv.py │ │ ├── SemanticConv.py │ │ └── __init__.py │ ├── micro_layer │ │ ├── CompConv.py │ │ ├── HGConv.py │ │ ├── LSTM_conv.py │ │ └── __init__.py │ └── rgcn_layer.py ├── models │ ├── AEHCL.py │ ├── ATT_HGCN.py │ ├── AdapropI.py │ ├── AdapropT.py │ ├── BPHGNN.py │ ├── ComPILE.py │ ├── CompGCN.py │ ├── DHNE.py │ ├── DMGI.py │ ├── DSSL.py │ ├── DiffMG.py │ ├── DisenKGAT.py │ ├── ExpressGNN.py │ ├── FedHGNN.py │ ├── GATNE.py │ ├── GIE.py │ ├── GIN.py │ ├── GTN_sparse.py │ ├── Grail.py │ ├── HAN.py │ ├── HDE.py │ ├── HGA.py │ ├── HGAT.py │ ├── HGCL.py │ ├── HGConv.py │ ├── HGNN_AC.py │ ├── HGPrompt.py │ ├── HGSL.py │ ├── HGT.py │ ├── HGT_hetero.py │ ├── HMPNN.py │ ├── HPN.py │ ├── HeCo.py │ ├── HeGAN.py │ ├── HetGNN.py │ ├── HetSANN.py │ ├── HeteroMLP.py │ ├── Ingram.py │ ├── KGAT.py │ ├── KGCN.py │ ├── LTE.py │ ├── LTE_Transe.py │ ├── LogReg.py │ ├── MAGNN.py │ ├── MHGCN.py │ ├── MHNF.py │ ├── MeiREC.py │ ├── MetaHIN.py │ ├── Mg2vec.py │ ├── Micro_layer.py │ ├── Multi_level.py │ ├── NARS.py │ ├── NBF.py │ ├── NEW_model.py │ ├── NSHE.py │ ├── README.md │ ├── RGAT.py │ ├── RGCN.py │ ├── RHGNN.py │ ├── RHINE.py │ ├── RSHN.py │ ├── RedGNN.py │ ├── RedGNNT.py │ ├── RoHe.py │ ├── Rsage.py │ ├── SACN.py │ ├── SIAN.py │ ├── SLiCE.py │ ├── SeHGNN.py │ ├── SimpleHGN.py │ ├── SkipGram.py │ ├── TransD.py │ ├── TransE.py │ ├── TransH.py │ ├── TransR.py │ ├── __init__.py │ ├── base_model.py │ ├── emb │ │ ├── HeRec.py │ │ ├── SkipGram.py │ │ └── __init__.py │ ├── fastGTN.py │ ├── general_HGNN.py │ ├── hgmae.py │ ├── homo_GNN.py │ ├── ieHGCN.py │ └── lightGCN.py ├── output │ ├── AEHCL │ │ └── README.md │ ├── Adaprop │ │ └── README.md │ ├── ComPILE │ │ └── README.md │ ├── CompGCN │ │ └── README.md │ ├── DHNE │ │ └── DHNE.md │ ├── DMGI │ │ └── README.md │ ├── DSSL │ │ └── README.md │ ├── DisenKGAT │ │ └── README.md │ ├── ExpressGNN │ │ └── README.md │ ├── GATNE-T │ │ └── README.md │ ├── GIE │ │ └── README.md │ ├── GIN │ │ └── README.md │ ├── GTN │ │ └── README.md │ ├── Grail │ │ └── README.md │ ├── HAN │ │ └── README.md │ ├── HDE │ │ └── README.md │ ├── HERec │ │ └── README.md │ ├── HGAT │ │ ├── events.out.tfevents.1733638168.ANDY-20230529BL.15092.0 │ │ ├── events.out.tfevents.1733646563.ANDY-20230529BL.10968.0 │ │ ├── events.out.tfevents.1733667669.ANDY-20230529BL.10728.0 │ │ ├── loss_train │ │ │ ├── events.out.tfevents.1733638169.ANDY-20230529BL.15092.1 │ │ │ ├── events.out.tfevents.1733646564.ANDY-20230529BL.10968.1 │ │ │ └── events.out.tfevents.1733667670.ANDY-20230529BL.10728.1 │ │ ├── loss_valid │ │ │ ├── events.out.tfevents.1733638169.ANDY-20230529BL.15092.2 │ │ │ ├── events.out.tfevents.1733646564.ANDY-20230529BL.10968.2 │ │ │ └── events.out.tfevents.1733667670.ANDY-20230529BL.10728.2 │ │ ├── metric_test_Macro_f1 │ │ │ ├── events.out.tfevents.1733638169.ANDY-20230529BL.15092.7 │ │ │ ├── events.out.tfevents.1733646564.ANDY-20230529BL.10968.7 │ │ │ └── events.out.tfevents.1733667670.ANDY-20230529BL.10728.7 │ │ ├── metric_test_Micro_f1 │ │ │ ├── events.out.tfevents.1733638169.ANDY-20230529BL.15092.8 │ │ │ ├── events.out.tfevents.1733646564.ANDY-20230529BL.10968.8 │ │ │ └── events.out.tfevents.1733667670.ANDY-20230529BL.10728.8 │ │ ├── metric_train_Macro_f1 │ │ │ ├── events.out.tfevents.1733638169.ANDY-20230529BL.15092.3 │ │ │ ├── events.out.tfevents.1733646564.ANDY-20230529BL.10968.3 │ │ │ └── events.out.tfevents.1733667670.ANDY-20230529BL.10728.3 │ │ ├── metric_train_Micro_f1 │ │ │ ├── events.out.tfevents.1733638169.ANDY-20230529BL.15092.4 │ │ │ ├── events.out.tfevents.1733646564.ANDY-20230529BL.10968.4 │ │ │ └── events.out.tfevents.1733667670.ANDY-20230529BL.10728.4 │ │ ├── metric_valid_Macro_f1 │ │ │ ├── events.out.tfevents.1733638169.ANDY-20230529BL.15092.5 │ │ │ ├── events.out.tfevents.1733646564.ANDY-20230529BL.10968.5 │ │ │ └── events.out.tfevents.1733667670.ANDY-20230529BL.10728.5 │ │ └── metric_valid_Micro_f1 │ │ │ ├── events.out.tfevents.1733638169.ANDY-20230529BL.15092.6 │ │ │ ├── events.out.tfevents.1733646564.ANDY-20230529BL.10968.6 │ │ │ └── events.out.tfevents.1733667670.ANDY-20230529BL.10728.6 │ ├── HGCL │ │ └── README.md │ ├── HGNN_AC │ │ └── README.md │ ├── HGSL │ │ └── README.md │ ├── HGT │ │ ├── README.md │ │ ├── events.out.tfevents.1733638119.ANDY-20230529BL.15192.0 │ │ ├── events.out.tfevents.1733646428.ANDY-20230529BL.12452.0 │ │ ├── events.out.tfevents.1733667488.ANDY-20230529BL.3556.0 │ │ ├── loss_train │ │ │ ├── events.out.tfevents.1733638120.ANDY-20230529BL.15192.1 │ │ │ ├── events.out.tfevents.1733646429.ANDY-20230529BL.12452.1 │ │ │ └── events.out.tfevents.1733667489.ANDY-20230529BL.3556.1 │ │ ├── loss_valid │ │ │ ├── events.out.tfevents.1733638120.ANDY-20230529BL.15192.2 │ │ │ ├── events.out.tfevents.1733646429.ANDY-20230529BL.12452.2 │ │ │ └── events.out.tfevents.1733667489.ANDY-20230529BL.3556.2 │ │ ├── metric_test_Macro_f1 │ │ │ ├── events.out.tfevents.1733638120.ANDY-20230529BL.15192.7 │ │ │ ├── events.out.tfevents.1733646429.ANDY-20230529BL.12452.7 │ │ │ └── events.out.tfevents.1733667489.ANDY-20230529BL.3556.7 │ │ ├── metric_test_Micro_f1 │ │ │ ├── events.out.tfevents.1733638120.ANDY-20230529BL.15192.8 │ │ │ ├── events.out.tfevents.1733646429.ANDY-20230529BL.12452.8 │ │ │ └── events.out.tfevents.1733667489.ANDY-20230529BL.3556.8 │ │ ├── metric_train_Macro_f1 │ │ │ ├── events.out.tfevents.1733638120.ANDY-20230529BL.15192.3 │ │ │ ├── events.out.tfevents.1733646429.ANDY-20230529BL.12452.3 │ │ │ └── events.out.tfevents.1733667489.ANDY-20230529BL.3556.3 │ │ ├── metric_train_Micro_f1 │ │ │ ├── events.out.tfevents.1733638120.ANDY-20230529BL.15192.4 │ │ │ ├── events.out.tfevents.1733646429.ANDY-20230529BL.12452.4 │ │ │ └── events.out.tfevents.1733667489.ANDY-20230529BL.3556.4 │ │ ├── metric_valid_Macro_f1 │ │ │ ├── events.out.tfevents.1733638120.ANDY-20230529BL.15192.5 │ │ │ ├── events.out.tfevents.1733646429.ANDY-20230529BL.12452.5 │ │ │ └── events.out.tfevents.1733667489.ANDY-20230529BL.3556.5 │ │ └── metric_valid_Micro_f1 │ │ │ ├── events.out.tfevents.1733638120.ANDY-20230529BL.15192.6 │ │ │ ├── events.out.tfevents.1733646429.ANDY-20230529BL.12452.6 │ │ │ └── events.out.tfevents.1733667489.ANDY-20230529BL.3556.6 │ ├── HPN │ │ ├── README.md │ │ ├── events.out.tfevents.1733638327.ANDY-20230529BL.8124.0 │ │ ├── events.out.tfevents.1733646652.ANDY-20230529BL.13256.0 │ │ ├── events.out.tfevents.1733667980.ANDY-20230529BL.4680.0 │ │ ├── loss_train │ │ │ ├── events.out.tfevents.1733638328.ANDY-20230529BL.8124.1 │ │ │ ├── events.out.tfevents.1733646653.ANDY-20230529BL.13256.1 │ │ │ └── events.out.tfevents.1733667981.ANDY-20230529BL.4680.1 │ │ ├── loss_valid │ │ │ ├── events.out.tfevents.1733638328.ANDY-20230529BL.8124.2 │ │ │ ├── events.out.tfevents.1733646653.ANDY-20230529BL.13256.2 │ │ │ └── events.out.tfevents.1733667981.ANDY-20230529BL.4680.2 │ │ ├── metric_test_Macro_f1 │ │ │ ├── events.out.tfevents.1733638328.ANDY-20230529BL.8124.7 │ │ │ ├── events.out.tfevents.1733646653.ANDY-20230529BL.13256.7 │ │ │ └── events.out.tfevents.1733667981.ANDY-20230529BL.4680.7 │ │ ├── metric_test_Micro_f1 │ │ │ ├── events.out.tfevents.1733638328.ANDY-20230529BL.8124.8 │ │ │ ├── events.out.tfevents.1733646653.ANDY-20230529BL.13256.8 │ │ │ └── events.out.tfevents.1733667981.ANDY-20230529BL.4680.8 │ │ ├── metric_train_Macro_f1 │ │ │ ├── events.out.tfevents.1733638328.ANDY-20230529BL.8124.3 │ │ │ ├── events.out.tfevents.1733646653.ANDY-20230529BL.13256.3 │ │ │ └── events.out.tfevents.1733667981.ANDY-20230529BL.4680.3 │ │ ├── metric_train_Micro_f1 │ │ │ ├── events.out.tfevents.1733638328.ANDY-20230529BL.8124.4 │ │ │ ├── events.out.tfevents.1733646653.ANDY-20230529BL.13256.4 │ │ │ └── events.out.tfevents.1733667981.ANDY-20230529BL.4680.4 │ │ ├── metric_valid_Macro_f1 │ │ │ ├── events.out.tfevents.1733638328.ANDY-20230529BL.8124.5 │ │ │ ├── events.out.tfevents.1733646653.ANDY-20230529BL.13256.5 │ │ │ └── events.out.tfevents.1733667981.ANDY-20230529BL.4680.5 │ │ └── metric_valid_Micro_f1 │ │ │ ├── events.out.tfevents.1733638328.ANDY-20230529BL.8124.6 │ │ │ ├── events.out.tfevents.1733646653.ANDY-20230529BL.13256.6 │ │ │ └── events.out.tfevents.1733667981.ANDY-20230529BL.4680.6 │ ├── HeCo │ │ └── README.md │ ├── HeGAN │ │ └── readme.md │ ├── HetGNN │ │ └── README.md │ ├── HetSANN │ │ ├── events.out.tfevents.1733638155.ANDY-20230529BL.5300.0 │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.0 │ │ ├── events.out.tfevents.1733646528.ANDY-20230529BL.840.0 │ │ ├── events.out.tfevents.1733667604.ANDY-20230529BL.12200.0 │ │ ├── loss_train │ │ │ ├── events.out.tfevents.1733638156.ANDY-20230529BL.5300.1 │ │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.1 │ │ │ ├── events.out.tfevents.1733646529.ANDY-20230529BL.840.1 │ │ │ └── events.out.tfevents.1733667605.ANDY-20230529BL.12200.1 │ │ ├── loss_valid │ │ │ ├── events.out.tfevents.1733638156.ANDY-20230529BL.5300.2 │ │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.2 │ │ │ ├── events.out.tfevents.1733646529.ANDY-20230529BL.840.2 │ │ │ └── events.out.tfevents.1733667605.ANDY-20230529BL.12200.2 │ │ ├── metric_test_Macro_f1 │ │ │ ├── events.out.tfevents.1733638156.ANDY-20230529BL.5300.7 │ │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.7 │ │ │ ├── events.out.tfevents.1733646529.ANDY-20230529BL.840.7 │ │ │ └── events.out.tfevents.1733667605.ANDY-20230529BL.12200.7 │ │ ├── metric_test_Micro_f1 │ │ │ ├── events.out.tfevents.1733638156.ANDY-20230529BL.5300.8 │ │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.8 │ │ │ ├── events.out.tfevents.1733646529.ANDY-20230529BL.840.8 │ │ │ └── events.out.tfevents.1733667605.ANDY-20230529BL.12200.8 │ │ ├── metric_train_Macro_f1 │ │ │ ├── events.out.tfevents.1733638156.ANDY-20230529BL.5300.3 │ │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.3 │ │ │ ├── events.out.tfevents.1733646529.ANDY-20230529BL.840.3 │ │ │ └── events.out.tfevents.1733667605.ANDY-20230529BL.12200.3 │ │ ├── metric_train_Micro_f1 │ │ │ ├── events.out.tfevents.1733638156.ANDY-20230529BL.5300.4 │ │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.4 │ │ │ ├── events.out.tfevents.1733646529.ANDY-20230529BL.840.4 │ │ │ └── events.out.tfevents.1733667605.ANDY-20230529BL.12200.4 │ │ ├── metric_valid_Macro_f1 │ │ │ ├── events.out.tfevents.1733638156.ANDY-20230529BL.5300.5 │ │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.5 │ │ │ ├── events.out.tfevents.1733646529.ANDY-20230529BL.840.5 │ │ │ └── events.out.tfevents.1733667605.ANDY-20230529BL.12200.5 │ │ └── metric_valid_Micro_f1 │ │ │ ├── events.out.tfevents.1733638156.ANDY-20230529BL.5300.6 │ │ │ ├── events.out.tfevents.1733646484.ANDY-20230529BL.12760.6 │ │ │ ├── events.out.tfevents.1733646529.ANDY-20230529BL.840.6 │ │ │ └── events.out.tfevents.1733667605.ANDY-20230529BL.12200.6 │ ├── Ingram │ │ └── README.md │ ├── KGAT │ │ └── README.md │ ├── KGCN │ │ └── README.md │ ├── KTN │ │ └── README.md │ ├── LTE │ │ └── README.md │ ├── MAGNN │ │ ├── README.md │ │ ├── events.out.tfevents.1733638305.ANDY-20230529BL.13540.0 │ │ ├── events.out.tfevents.1733646632.ANDY-20230529BL.11024.0 │ │ ├── events.out.tfevents.1733667900.ANDY-20230529BL.9376.0 │ │ ├── loss_train │ │ │ ├── events.out.tfevents.1733638306.ANDY-20230529BL.13540.1 │ │ │ ├── events.out.tfevents.1733646633.ANDY-20230529BL.11024.1 │ │ │ └── events.out.tfevents.1733667901.ANDY-20230529BL.9376.1 │ │ ├── loss_valid │ │ │ ├── events.out.tfevents.1733638306.ANDY-20230529BL.13540.2 │ │ │ ├── events.out.tfevents.1733646633.ANDY-20230529BL.11024.2 │ │ │ └── events.out.tfevents.1733667901.ANDY-20230529BL.9376.2 │ │ ├── metric_test_Macro_f1 │ │ │ ├── events.out.tfevents.1733638306.ANDY-20230529BL.13540.7 │ │ │ ├── events.out.tfevents.1733646633.ANDY-20230529BL.11024.7 │ │ │ └── events.out.tfevents.1733667901.ANDY-20230529BL.9376.7 │ │ ├── metric_test_Micro_f1 │ │ │ ├── events.out.tfevents.1733638306.ANDY-20230529BL.13540.8 │ │ │ ├── events.out.tfevents.1733646633.ANDY-20230529BL.11024.8 │ │ │ └── events.out.tfevents.1733667901.ANDY-20230529BL.9376.8 │ │ ├── metric_train_Macro_f1 │ │ │ ├── events.out.tfevents.1733638306.ANDY-20230529BL.13540.3 │ │ │ ├── events.out.tfevents.1733646633.ANDY-20230529BL.11024.3 │ │ │ └── events.out.tfevents.1733667901.ANDY-20230529BL.9376.3 │ │ ├── metric_train_Micro_f1 │ │ │ ├── events.out.tfevents.1733638306.ANDY-20230529BL.13540.4 │ │ │ ├── events.out.tfevents.1733646633.ANDY-20230529BL.11024.4 │ │ │ └── events.out.tfevents.1733667901.ANDY-20230529BL.9376.4 │ │ ├── metric_valid_Macro_f1 │ │ │ ├── events.out.tfevents.1733638306.ANDY-20230529BL.13540.5 │ │ │ ├── events.out.tfevents.1733646633.ANDY-20230529BL.11024.5 │ │ │ └── events.out.tfevents.1733667901.ANDY-20230529BL.9376.5 │ │ └── metric_valid_Micro_f1 │ │ │ ├── events.out.tfevents.1733638306.ANDY-20230529BL.13540.6 │ │ │ ├── events.out.tfevents.1733646633.ANDY-20230529BL.11024.6 │ │ │ └── events.out.tfevents.1733667901.ANDY-20230529BL.9376.6 │ ├── MHGCN │ │ └── README.md │ ├── MHNF │ │ └── README.md │ ├── MeiREC │ │ └── README.md │ ├── Mg2vec │ │ └── README.md │ ├── NARS │ │ └── README.md │ ├── NBF │ │ └── README.md │ ├── NSHE │ │ └── README.md │ ├── RGCN │ │ └── README.md │ ├── RHGNN │ │ └── README.md │ ├── RSHN │ │ └── README.md │ ├── RedGNN │ │ └── README.md │ ├── RoHe │ │ └── README.md │ ├── SACN │ │ └── README.md │ ├── SHGP │ │ ├── README.md │ │ └── shgp.png │ ├── SeHGNN │ │ └── Readme.md │ ├── SimpleHGN │ │ ├── README.md │ │ ├── events.out.tfevents.1733638138.ANDY-20230529BL.6068.0 │ │ ├── events.out.tfevents.1733646466.ANDY-20230529BL.15132.0 │ │ ├── events.out.tfevents.1733667569.ANDY-20230529BL.6864.0 │ │ ├── loss_train │ │ │ ├── events.out.tfevents.1733638139.ANDY-20230529BL.6068.1 │ │ │ ├── events.out.tfevents.1733646467.ANDY-20230529BL.15132.1 │ │ │ └── events.out.tfevents.1733667570.ANDY-20230529BL.6864.1 │ │ ├── loss_valid │ │ │ ├── events.out.tfevents.1733638139.ANDY-20230529BL.6068.2 │ │ │ ├── events.out.tfevents.1733646467.ANDY-20230529BL.15132.2 │ │ │ └── events.out.tfevents.1733667570.ANDY-20230529BL.6864.2 │ │ ├── metric_test_Macro_f1 │ │ │ ├── events.out.tfevents.1733638139.ANDY-20230529BL.6068.7 │ │ │ ├── events.out.tfevents.1733646467.ANDY-20230529BL.15132.7 │ │ │ └── events.out.tfevents.1733667570.ANDY-20230529BL.6864.7 │ │ ├── metric_test_Micro_f1 │ │ │ ├── events.out.tfevents.1733638139.ANDY-20230529BL.6068.8 │ │ │ ├── events.out.tfevents.1733646467.ANDY-20230529BL.15132.8 │ │ │ └── events.out.tfevents.1733667570.ANDY-20230529BL.6864.8 │ │ ├── metric_train_Macro_f1 │ │ │ ├── events.out.tfevents.1733638139.ANDY-20230529BL.6068.3 │ │ │ ├── events.out.tfevents.1733646467.ANDY-20230529BL.15132.3 │ │ │ └── events.out.tfevents.1733667570.ANDY-20230529BL.6864.3 │ │ ├── metric_train_Micro_f1 │ │ │ ├── events.out.tfevents.1733638139.ANDY-20230529BL.6068.4 │ │ │ ├── events.out.tfevents.1733646467.ANDY-20230529BL.15132.4 │ │ │ └── events.out.tfevents.1733667570.ANDY-20230529BL.6864.4 │ │ ├── metric_valid_Macro_f1 │ │ │ ├── events.out.tfevents.1733638139.ANDY-20230529BL.6068.5 │ │ │ ├── events.out.tfevents.1733646467.ANDY-20230529BL.15132.5 │ │ │ └── events.out.tfevents.1733667570.ANDY-20230529BL.6864.5 │ │ └── metric_valid_Micro_f1 │ │ │ ├── events.out.tfevents.1733638139.ANDY-20230529BL.6068.6 │ │ │ ├── events.out.tfevents.1733646467.ANDY-20230529BL.15132.6 │ │ │ └── events.out.tfevents.1733667570.ANDY-20230529BL.6864.6 │ ├── TransD │ │ └── README.md │ ├── TransE │ │ └── README.md │ ├── TransH │ │ └── README.md │ ├── TransR │ │ └── README.md │ ├── fastGTN │ │ ├── events.out.tfevents.1733638191.ANDY-20230529BL.10532.0 │ │ ├── events.out.tfevents.1733646594.ANDY-20230529BL.13132.0 │ │ ├── events.out.tfevents.1733667764.ANDY-20230529BL.11568.0 │ │ ├── loss_train │ │ │ ├── events.out.tfevents.1733638192.ANDY-20230529BL.10532.1 │ │ │ ├── events.out.tfevents.1733646595.ANDY-20230529BL.13132.1 │ │ │ └── events.out.tfevents.1733667766.ANDY-20230529BL.11568.1 │ │ ├── loss_valid │ │ │ ├── events.out.tfevents.1733638192.ANDY-20230529BL.10532.2 │ │ │ ├── events.out.tfevents.1733646595.ANDY-20230529BL.13132.2 │ │ │ └── events.out.tfevents.1733667766.ANDY-20230529BL.11568.2 │ │ ├── metric_test_Macro_f1 │ │ │ ├── events.out.tfevents.1733638192.ANDY-20230529BL.10532.7 │ │ │ ├── events.out.tfevents.1733646595.ANDY-20230529BL.13132.7 │ │ │ └── events.out.tfevents.1733667766.ANDY-20230529BL.11568.7 │ │ ├── metric_test_Micro_f1 │ │ │ ├── events.out.tfevents.1733638192.ANDY-20230529BL.10532.8 │ │ │ ├── events.out.tfevents.1733646595.ANDY-20230529BL.13132.8 │ │ │ └── events.out.tfevents.1733667766.ANDY-20230529BL.11568.8 │ │ ├── metric_train_Macro_f1 │ │ │ ├── events.out.tfevents.1733638192.ANDY-20230529BL.10532.3 │ │ │ ├── events.out.tfevents.1733646595.ANDY-20230529BL.13132.3 │ │ │ └── events.out.tfevents.1733667766.ANDY-20230529BL.11568.3 │ │ ├── metric_train_Micro_f1 │ │ │ ├── events.out.tfevents.1733638192.ANDY-20230529BL.10532.4 │ │ │ ├── events.out.tfevents.1733646595.ANDY-20230529BL.13132.4 │ │ │ └── events.out.tfevents.1733667766.ANDY-20230529BL.11568.4 │ │ ├── metric_valid_Macro_f1 │ │ │ ├── events.out.tfevents.1733638192.ANDY-20230529BL.10532.5 │ │ │ ├── events.out.tfevents.1733646595.ANDY-20230529BL.13132.5 │ │ │ └── events.out.tfevents.1733667766.ANDY-20230529BL.11568.5 │ │ └── metric_valid_Micro_f1 │ │ │ ├── events.out.tfevents.1733638192.ANDY-20230529BL.10532.6 │ │ │ ├── events.out.tfevents.1733646595.ANDY-20230529BL.13132.6 │ │ │ └── events.out.tfevents.1733667766.ANDY-20230529BL.11568.6 │ ├── lightGCN │ │ └── README.md │ └── metapath2vec │ │ └── README.md ├── sampler │ ├── GATNE_sampler.py │ ├── HAN_Sampler.py │ ├── HGT_sampler.py │ ├── HetGNN_sampler.py │ ├── MAGNN_sampler.py │ ├── RHINE_sampler.py │ ├── RSHN_sampler.py │ ├── SLiCE_sampler.py │ ├── TransX_sampler.py │ ├── __init__.py │ ├── hde_sampler.py │ ├── mg2vec_sampler.py │ ├── negative_sampler.py │ ├── random_walk_sampler.py │ ├── test_MAGNN_sampler.py │ └── test_mp2vec_sampler.py ├── tasks │ ├── AbnormEventDetection.py │ ├── Ingram_task.py │ ├── README.md │ ├── __init__.py │ ├── base_task.py │ ├── coldstart_recommendation.py │ ├── demo.py │ ├── edge_classification.py │ ├── embedding.py │ ├── hypergraph.py │ ├── ktn.py │ ├── link_prediction.py │ ├── meirec.py │ ├── node_classification.py │ ├── pretrain.py │ └── recommendation.py ├── trainerflow │ ├── AbnormEventDetection.py │ ├── AdapropI_trainer.py │ ├── AdapropT_trainer.py │ ├── BPHGNN_trainer.py │ ├── ComPILE_trainer.py │ ├── DHNE_trainer.py │ ├── DMGI_trainer.py │ ├── DSSL_trainer.py │ ├── DeepwalkTrainer.py │ ├── DiffMG_trainer.py │ ├── DisenKGAT_trainer.py │ ├── ExpressGNN_trainer.py │ ├── FED_REC_trainer.py │ ├── GATNE_trainer.py │ ├── Grail_trainer.py │ ├── HGMAE_trainer.py │ ├── HGPrompt.py │ ├── HeCo_trainer.py │ ├── HeGAN_trainer.py │ ├── Ingram_trainer.py │ ├── KTN_trainer.py │ ├── LTE_trainer.py │ ├── MHGCN_trainer.py │ ├── MeiRec_trainer.py │ ├── NBF_trainer.py │ ├── Pretrain_FT │ │ ├── adapt.json │ │ ├── exec.py │ │ ├── functional │ │ │ ├── __init__.py │ │ │ ├── adapt.py │ │ │ └── pretrain.py │ │ └── pretrain.json │ ├── README.md │ ├── RHINE_trainer.py │ ├── RedGNNT_trainer.py │ ├── RedGNN_trainer.py │ ├── RoHe_trainer.py │ ├── SACN_trainer.py │ ├── SHGP_trainer.py │ ├── SeHGNN_trainer.py │ ├── TransX_trainer.py │ ├── __init__.py │ ├── base_flow.py │ ├── coldstart_recommendation.py │ ├── demo.py │ ├── han_trainer.py │ ├── hde_trainer.py │ ├── herec_trainer.py │ ├── hetgnn_trainer.py │ ├── hga_trainer.py │ ├── hgcl_trainer.py │ ├── hgt_trainer.py │ ├── kgat_trainer.py │ ├── kgcn_trainer.py │ ├── lightGCN_trainer.py │ ├── link_prediction.py │ ├── mg2vec_trainer.py │ ├── mp2vec_trainer.py │ ├── networkschema.py │ ├── node_classification.py │ ├── node_classification_ac.py │ ├── nshe_trainer.py │ ├── recommendation.py │ ├── sian_trainer.py │ └── slice_trainer.py └── utils │ ├── AdapropI_utils.py │ ├── Adaprop_utils.py │ ├── Grail_utils.py │ ├── Ingram_utils.py │ ├── README.md │ ├── __init__.py │ ├── activation.py │ ├── best_config.py │ ├── demo_experiment.py │ ├── dgl_graph.py │ ├── evaluator.py │ ├── g_interface.py │ ├── hgbi.py │ ├── logger.py │ ├── lte_data_set.py │ ├── lte_knowledge_graph.py │ ├── lte_process_data.py │ ├── meta_path_analyse.py │ ├── sampler.py │ ├── trainer.py │ ├── tsne_g.py │ ├── utils.py │ ├── visualize.py │ ├── wgcn_batch_prepare.py │ ├── wgcn_data.py │ ├── wgcn_evaluation_dgl.py │ └── wgcn_utils.py ├── pytest.ini ├── requirements.txt ├── setup.py ├── space4hgnn.py ├── space4hgnn ├── README.md ├── __init__.py ├── figure │ ├── distribution.py │ └── rank.py ├── generate_yaml.py ├── parallel.sh ├── prediction │ └── excel │ │ └── gather_all_Csv.py └── utils.py ├── tests ├── dataset │ ├── __init__.py │ ├── test_academic_dataset.py │ ├── test_adapter.py │ 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