├── CoMPILE_github ├── data.rar ├── ensembling │ ├── blend.py │ ├── compute_auc.py │ ├── compute_rank_metrics.py │ ├── get_ensemble_predictions.sh │ ├── get_kge_ensemble.sh │ └── score_triplets_kge.py ├── experiments │ ├── compile_nell_v4_ind │ │ ├── best_graph_classifier.pth │ │ ├── graph_classifier_chk.pth │ │ ├── log_rank_test_1642565763.9744015.txt │ │ ├── log_train.txt │ │ ├── params.json │ │ └── test_nell_v4_ind_0 │ │ │ └── log_test.txt │ └── compile_nell_v4_ind2 │ │ ├── best_graph_classifier.pth │ │ ├── graph_classifier_chk.pth │ │ ├── log_rank_test_1642603455.548011.txt │ │ ├── log_rank_test_1642647880.451746.txt │ │ ├── log_rank_test_1642679948.7119958.txt │ │ ├── log_rank_test_1642733457.0139189.txt │ │ ├── log_rank_test_1642832066.1408617.txt │ │ ├── log_rank_test_1642841084.211995.txt │ │ ├── log_rank_test_1642850740.4142146.txt │ │ ├── log_rank_test_1642855466.9402952.txt │ │ ├── log_rank_test_1642859913.6085432.txt │ │ ├── log_rank_test_1642908893.5786257.txt │ │ ├── log_train.txt │ │ ├── params.json │ │ └── test_nell_v4_ind_0 │ │ └── log_test.txt ├── kge │ ├── README.md │ ├── dataloader.py │ ├── model.py │ ├── run.py │ └── run.sh ├── managers │ ├── __pycache__ │ │ ├── evaluator.cpython-36.pyc │ │ └── trainer.cpython-36.pyc │ ├── evaluator.py │ └── trainer.py ├── model │ └── dgl │ │ ├── aggregators.py │ │ ├── graph_classifier.py │ │ ├── layers.py │ │ └── rgcn_model.py ├── requirements.txt ├── subgraph_extraction │ ├── __pycache__ │ │ ├── datasets.cpython-36.pyc │ │ └── graph_sampler.cpython-36.pyc │ ├── datasets.py │ └── graph_sampler.py ├── test_auc.py ├── test_ranking.py ├── train.py └── utils │ ├── __pycache__ │ ├── data_utils.cpython-36.pyc │ ├── dgl_utils.cpython-36.pyc │ ├── graph_utils.cpython-36.pyc │ └── initialization_utils.cpython-36.pyc │ ├── clean_data.py │ ├── data_utils.py │ ├── dgl_utils.py │ ├── graph_utils.py │ ├── initialization_utils.py │ └── prepare_meta_data.py ├── CoMPILE_v2 ├── README.md ├── data │ ├── FB15k-237-inductive-v1 │ │ ├── relation2id.json │ │ ├── test.txt │ │ ├── test_inductive.txt │ │ ├── train.txt │ │ ├── train_inductive.txt │ │ ├── valid.txt │ │ └── valid_inductive.txt │ ├── FB15k-237-inductive-v2 │ │ ├── test.txt │ │ ├── test_inductive.txt │ │ ├── train.txt │ │ ├── train_inductive.txt │ │ ├── valid.txt │ │ └── valid_inductive.txt │ ├── FB15k-237-inductive-v3 │ │ ├── test.txt │ │ ├── test_inductive.txt │ │ ├── train.txt │ │ ├── train_inductive.txt │ │ ├── valid.txt │ │ └── valid_inductive.txt │ ├── FB15k-237-v1_3_hop_new_data.pickle │ ├── FB15k-237-v1_3_hop_total_test_head2.pickle │ ├── FB15k-237-v1_3_hop_total_test_tail2.pickle │ ├── FB15k-237-v1_3_total_train_data.pickle │ ├── FB15k-237-v1_3_total_train_label.pickle │ ├── FB15k-237-v1_3_total_val_data.pickle │ ├── FB15k-237-v1_3_total_val_label.pickle │ ├── nell-inductive-v1 │ │ ├── test.txt │ │ ├── test_inductive.txt │ │ ├── train.txt │ │ ├── train_inductive.txt │ │ ├── valid.txt │ │ └── valid_inductive.txt │ ├── nell-inductive-v2 │ │ ├── test.txt │ │ ├── test_inductive.txt │ │ ├── train.txt │ │ ├── train_inductive.txt │ │ ├── valid.txt │ │ └── valid_inductive.txt │ └── nell-inductive-v3 │ │ ├── test.txt │ │ ├── test_inductive.txt │ │ ├── train.txt │ │ ├── train_inductive.txt │ │ ├── valid.txt │ │ └── valid_inductive.txt ├── log │ └── FB15k-237-v1_error_now.log └── train │ ├── __pycache__ │ ├── create_batch_inductive2.cpython-37.pyc │ ├── layers.cpython-37.pyc │ ├── layers2.cpython-37.pyc │ ├── models4.cpython-37.pyc │ ├── preprocess2.cpython-37.pyc │ ├── preprocess_inductive.cpython-37.pyc │ └── utils.cpython-37.pyc │ ├── create_batch.pyc │ ├── create_batch2.pyc │ ├── create_batch_inductive2.py │ ├── create_dataset_files.py │ ├── inductive_subgraph8.py │ ├── layers.py │ ├── layers.pyc │ ├── layers2.py │ ├── layers2.pyc │ ├── main_compile.py │ ├── models.pyc │ ├── models4.py │ ├── models4.pyc │ ├── preprocess.pyc │ ├── preprocess2.py │ ├── preprocess2.pyc │ ├── preprocess_inductive.py │ ├── utils.py │ └── utils.pyc ├── 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