├── .gitignore ├── README.md ├── beginner ├── __init__.py ├── cifar10_tutorial.py ├── neural_networks_tutorial.py └── two_layer_net.py ├── dlwizard ├── __init__.py ├── cnn.py ├── common.py ├── fnn.py ├── linear_regression.py ├── logistic_regression.py ├── lstm.py └── rnn.py ├── gnn ├── __init__.py ├── cs │ ├── __init__.py │ ├── model.py │ ├── readme.md │ └── train.py ├── data │ ├── __init__.py │ ├── acm.py │ ├── aminer.py │ ├── dblp.py │ ├── dgl.py │ ├── heco.py │ └── imdb.py ├── dgl │ ├── __init__.py │ ├── dgl_first_demo.py │ ├── edge_clf.py │ ├── edge_clf_hetero.py │ ├── edge_clf_hetero_mb.py │ ├── edge_clf_mb.py │ ├── edge_type_hetero.py │ ├── graph_clf.py │ ├── graph_clf_hetero.py │ ├── link_pred.py │ ├── link_pred_hetero.py │ ├── link_pred_hetero_mb.py │ ├── link_pred_mb.py │ ├── model.py │ ├── node_clf.py │ ├── node_clf_hetero.py │ ├── node_clf_hetero_mb.py │ └── node_clf_mb.py ├── gat │ ├── __init__.py │ ├── model.py │ ├── readme.txt │ ├── train_inductive.py │ └── train_transductive.py ├── gcn │ ├── __init__.py │ ├── model.py │ ├── readme.txt │ └── train.py ├── han │ ├── __init__.py │ ├── model.py │ ├── readme.txt │ └── train.py ├── heco │ ├── __init__.py │ ├── model.py │ ├── readme.md │ └── train.py ├── hetgnn │ ├── __init__.py │ ├── eval.py │ ├── model.py │ ├── preprocess.py │ ├── random_walk.py │ ├── readme.md │ ├── train.py │ └── utils.py ├── hgconv │ ├── __init__.py │ ├── model.py │ ├── readme.txt │ └── train.py ├── hgt │ ├── __init__.py │ ├── model.py │ ├── readme.txt │ └── train.py ├── lp │ ├── __init__.py │ ├── model.py │ ├── readme.txt │ └── train.py ├── magnn │ ├── __init__.py │ ├── encoder.py │ ├── model.py │ ├── readme.txt │ ├── train_dblp.py │ └── train_imdb.py ├── metapath2vec │ ├── __init__.py │ ├── random_walk.py │ ├── readme.txt │ ├── skipgram.py │ ├── train.py │ └── train_word2vec.py ├── rgcn │ ├── __init__.py │ ├── model.py │ ├── model_hetero.py │ ├── readme.txt │ ├── train_entity_clf.py │ └── train_link_pred.py ├── rhgnn │ ├── __init__.py │ ├── model.py │ ├── readme.txt │ └── train.py ├── sign │ ├── __init__.py │ ├── model.py │ ├── readme.txt │ └── train.py ├── supergat │ ├── __init__.py │ ├── attention.py │ ├── model.py │ ├── readme.txt │ └── train.py └── utils │ ├── __init__.py │ ├── data.py │ ├── metapath.py │ ├── metrics.py │ ├── neg_sampler.py │ └── random_walk.py ├── kgrec ├── __init__.py └── kgcn │ ├── __init__.py │ ├── data.py │ ├── dataloader.py │ ├── model.py │ ├── readme.txt │ └── train.py ├── nlp ├── __init__.py └── tfms │ ├── __init__.py │ ├── causal_lm_model.py │ ├── eqa_model.py │ ├── eqa_pipeline.py │ ├── masked_lm_model.py │ ├── masked_lm_pipeline.py │ ├── seq_clf_model.py │ ├── seq_clf_pipeline.py │ ├── text_gen_model.py │ └── text_gen_pipeline.py └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZZy979/pytorch-tutorial/HEAD/.gitignore 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