├── GCL ├── bgrl │ ├── README.md │ ├── config.py │ ├── data.py │ ├── fs_train.py │ ├── img │ │ └── model.PNG │ ├── models.py │ ├── train.py │ └── utils.py ├── ft-gnn │ ├── fs_sup.py │ └── layers.py ├── grace │ ├── README.md │ ├── config.yaml │ ├── data_split.py │ ├── eval.py │ ├── fs_config.yaml │ ├── fs_train.py │ ├── fs_train_nmi.py │ ├── fs_train_supervised.py │ ├── model.py │ ├── requirements.txt │ ├── setting.py │ └── train.py ├── graphcl │ ├── README.md │ ├── aug.py │ ├── config.py │ ├── dataset.py │ ├── execute.py │ ├── fs_execute.py │ ├── layers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── discriminator.cpython-36.pyc │ │ │ ├── discriminator.cpython-38.pyc │ │ │ ├── discriminator2.cpython-36.pyc │ │ │ ├── discriminator2.cpython-38.pyc │ │ │ ├── gcn.cpython-36.pyc │ │ │ ├── gcn.cpython-38.pyc │ │ │ ├── readout.cpython-36.pyc │ │ │ └── readout.cpython-38.pyc │ │ ├── discriminator.py │ │ ├── discriminator2.py │ │ ├── gcn.py │ │ └── readout.py │ ├── loss.py │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── dgi.cpython-36.pyc │ │ │ ├── dgi.cpython-38.pyc │ │ │ ├── logreg.cpython-36.pyc │ │ │ └── logreg.cpython-38.pyc │ │ ├── dgi.py │ │ └── logreg.py │ └── utils │ │ ├── __pycache__ │ │ ├── process.cpython-36.pyc │ │ └── process.cpython-38.pyc │ │ └── process.py ├── merit │ ├── LICENSE │ ├── README.md │ ├── config.py │ ├── data_split.py │ ├── fs_train.py │ ├── merit.png │ ├── modules │ │ ├── __pycache__ │ │ │ └── gcn.cpython-38.pyc │ │ └── gcn.py │ ├── net │ │ ├── __pycache__ │ │ │ └── merit.cpython-38.pyc │ │ └── merit.py │ ├── requirements.txt │ ├── run_citeseer.py │ ├── run_cora.py │ ├── run_pubmed.py │ ├── train.py │ └── utils │ │ ├── __pycache__ │ │ ├── aug.cpython-38.pyc │ │ ├── process.cpython-38.pyc │ │ └── process.cpython-38.pyc.46958655152400 │ │ ├── aug.py │ │ └── process.py ├── mvgrl │ ├── config.py │ ├── dataset.py │ ├── fs_train.py │ ├── loss.py │ ├── train.py │ └── utils.py └── sugrl │ ├── README.md │ ├── args.yaml │ ├── config.py │ ├── data_unit │ ├── __pycache__ │ │ └── utils.cpython-38.pyc │ └── utils.py │ ├── evaluate.py │ ├── fs_ogb_train.py │ ├── fs_train.py │ ├── loss.py │ ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── logreg.cpython-38.pyc │ │ └── model_SUGRL.cpython-38.pyc │ ├── logreg.py │ └── model_SUGRL.py │ ├── requirements.txt │ ├── train.py │ └── train_OGB.py ├── Meta-learning ├── AMM-GNN │ ├── base_model_SSL.py │ └── train_AMM.py ├── G-Meta │ ├── base_model_SSL.py │ └── train_G-Meta.py ├── GPN │ ├── base_model.py │ └── train_GPN.py ├── MAML │ ├── base_model_SSL.py │ └── train_maml.py ├── Meta-GNN │ ├── base_model_SSL.py │ └── train_meta_GNN.py ├── ProtoNet │ ├── base_model.py │ └── train_proto.py └── TENT │ ├── base_model_SSL.py │ └── train_TENT.py └── README.md /GCL/bgrl/README.md: 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