LICENSE
README.md
setup.py
autogl/__init__.py
autogl.egg-info/PKG-INFO
autogl.egg-info/SOURCES.txt
autogl.egg-info/dependency_links.txt
autogl.egg-info/requires.txt
autogl.egg-info/top_level.txt
autogl/backend/__init__.py
autogl/backend/_dependent_backend.py
autogl/data/__init__.py
autogl/data/data.py
autogl/data/download.py
autogl/data/extract.py
autogl/data/makedirs.py
autogl/data/_dataset/__init__.py
autogl/data/_dataset/_dataset.py
autogl/data/_dataset/_in_memory_static_graph_set.py
autogl/data/graph/__init__.py
autogl/data/graph/_general_static_graph/__init__.py
autogl/data/graph/_general_static_graph/_abstract_views.py
autogl/data/graph/_general_static_graph/_canonical_edge_type.py
autogl/data/graph/_general_static_graph/_general_static_graph.py
autogl/data/graph/_general_static_graph/_general_static_graph_default_implementation.py
autogl/data/graph/_general_static_graph/_general_static_graph_dgl_implementation.py
autogl/data/graph/_general_static_graph/_general_static_graph_generator.py
autogl/data/graph/_general_static_graph/utils/__init__.py
autogl/data/graph/_general_static_graph/utils/conversion/__init__.py
autogl/data/graph/_general_static_graph/utils/conversion/_dgl.py
autogl/data/graph/_general_static_graph/utils/conversion/_general.py
autogl/data/graph/_general_static_graph/utils/conversion/_nx.py
autogl/data/graph/_general_static_graph/utils/conversion/_pyg.py
autogl/data/graph/utils/__init__.py
autogl/data/graph/utils/conversion.py
autogl/datasets/__init__.py
autogl/datasets/_data_source.py
autogl/datasets/_dataset_registry.py
autogl/datasets/_dgl.py
autogl/datasets/_gtn_data.py
autogl/datasets/_matlab_matrix.py
autogl/datasets/_ogb.py
autogl/datasets/_pyg.py
autogl/datasets/_heterogeneous_datasets/__init__.py
autogl/datasets/_heterogeneous_datasets/_dgl_heterogeneous_datasets.py
autogl/datasets/utils/__init__.py
autogl/datasets/utils/_general.py
autogl/datasets/utils/_pyg.py
autogl/datasets/utils/_split_edges/__init__.py
autogl/datasets/utils/_split_edges/_dgl_compatible.py
autogl/datasets/utils/_split_edges/_pyg_compatible.py
autogl/datasets/utils/_split_edges/split_edges.py
autogl/datasets/utils/_split_edges/train_test_split_edges.py
autogl/datasets/utils/conversion/__init__.py
autogl/datasets/utils/conversion/_to_dgl_dataset.py
autogl/datasets/utils/conversion/_to_pyg_dataset.py
autogl/module/__init__.py
autogl/module/_feature/__init__.py
autogl/module/_feature/auto_feature.py
autogl/module/_feature/base.py
autogl/module/_feature/utils.py
autogl/module/_feature/generators/__init__.py
autogl/module/_feature/generators/base.py
autogl/module/_feature/generators/eigen.py
autogl/module/_feature/generators/graphlet.py
autogl/module/_feature/generators/page_rank.py
autogl/module/_feature/generators/pyg.py
autogl/module/_feature/graph/__init__.py
autogl/module/_feature/graph/base.py
autogl/module/_feature/graph/netlsd.py
autogl/module/_feature/graph/nx.py
autogl/module/_feature/selectors/__init__.py
autogl/module/_feature/selectors/base.py
autogl/module/_feature/selectors/se_filter_constant.py
autogl/module/_feature/selectors/se_gbdt.py
autogl/module/ensemble/__init__.py
autogl/module/ensemble/base.py
autogl/module/ensemble/stacking.py
autogl/module/ensemble/voting.py
autogl/module/feature/__init__.py
autogl/module/feature/_auto_feature.py
autogl/module/feature/_feature_engineer_registry.py
autogl/module/feature/_base_feature_engineer/__init__.py
autogl/module/feature/_base_feature_engineer/_base_feature_engineer.py
autogl/module/feature/_base_feature_engineer/_base_feature_engineer_dgl.py
autogl/module/feature/_base_feature_engineer/_base_feature_engineer_pyg.py
autogl/module/feature/_generators/__init__.py
autogl/module/feature/_generators/_basic.py
autogl/module/feature/_generators/_eigen.py
autogl/module/feature/_generators/_graphlet.py
autogl/module/feature/_generators/_page_rank.py
autogl/module/feature/_generators/_pyg.py
autogl/module/feature/_generators/_pyg_impl.py
autogl/module/feature/_graph/__init__.py
autogl/module/feature/_graph/_netlsd.py
autogl/module/feature/_graph/_networkx.py
autogl/module/feature/_selectors/__init__.py
autogl/module/feature/_selectors/_basic.py
autogl/module/feature/_selectors/_gbdt.py
autogl/module/hpo/__init__.py
autogl/module/hpo/advisorbase.py
autogl/module/hpo/anneal_advisorhpo.py
autogl/module/hpo/auto_module.py
autogl/module/hpo/autone.py
autogl/module/hpo/base.py
autogl/module/hpo/bayes_advisor.py
autogl/module/hpo/bayes_advisorchoco.py
autogl/module/hpo/cmaes_advisorchoco.py
autogl/module/hpo/grid_advisor.py
autogl/module/hpo/grid_advisorchoco.py
autogl/module/hpo/mocmaes_advisorchoco.py
autogl/module/hpo/quasi_advisorchoco.py
autogl/module/hpo/rand_advisor.py
autogl/module/hpo/rand_advisorchoco.py
autogl/module/hpo/tpe_advisorhpo.py
autogl/module/hpo/autone_file/__init__.py
autogl/module/hpo/autone_file/utils.py
autogl/module/hpo/suggestion/__init__.py
autogl/module/hpo/suggestion/models.py
autogl/module/hpo/suggestion/algorithm/__init__.py
autogl/module/hpo/suggestion/algorithm/abstract_algorithm.py
autogl/module/hpo/suggestion/algorithm/base_chocolate_algorithm.py
autogl/module/hpo/suggestion/algorithm/base_hyperopt_algorithm.py
autogl/module/hpo/suggestion/algorithm/base_skopt_algorithm.py
autogl/module/hpo/suggestion/algorithm/bayesian_optimization.py
autogl/module/hpo/suggestion/algorithm/chocolate_bayes.py
autogl/module/hpo/suggestion/algorithm/chocolate_grid_search.py
autogl/module/hpo/suggestion/algorithm/chocolate_random_search.py
autogl/module/hpo/suggestion/algorithm/cmaes.py
autogl/module/hpo/suggestion/algorithm/grid_search.py
autogl/module/hpo/suggestion/algorithm/hyperopt_random_search.py
autogl/module/hpo/suggestion/algorithm/mocmaes.py
autogl/module/hpo/suggestion/algorithm/particle_swarm_optimization.py
autogl/module/hpo/suggestion/algorithm/quasi_random_search.py
autogl/module/hpo/suggestion/algorithm/random_search.py
autogl/module/hpo/suggestion/algorithm/simulate_anneal.py
autogl/module/hpo/suggestion/algorithm/skopt_bayesian_optimization.py
autogl/module/hpo/suggestion/algorithm/tpe.py
autogl/module/hpo/suggestion/algorithm/util.py
autogl/module/hpo/suggestion/early_stop_algorithm/__init__.py
autogl/module/hpo/suggestion/early_stop_algorithm/abstract_early_stop.py
autogl/module/hpo/suggestion/early_stop_algorithm/abstract_early_stop_test.py
autogl/module/hpo/suggestion/early_stop_algorithm/early_stop_descending.py
autogl/module/hpo/suggestion/early_stop_algorithm/early_stop_descending_test.py
autogl/module/hpo/suggestion/early_stop_algorithm/early_stop_first_trial.py
autogl/module/hpo/suggestion/early_stop_algorithm/early_stop_first_trial_test.py
autogl/module/hpo/suggestion/early_stop_algorithm/no_early_stop.py
autogl/module/hpo/suggestion/early_stop_algorithm/no_early_stop_test.py
autogl/module/hpo/suggestion/migrations/0001_initial.py
autogl/module/hpo/suggestion/migrations/__init__.py
autogl/module/model/__init__.py
autogl/module/model/_utils/__init__.py
autogl/module/model/_utils/activation.py
autogl/module/model/decoders/__init__.py
autogl/module/model/decoders/base_decoder.py
autogl/module/model/decoders/decoder_registry.py
autogl/module/model/decoders/_dgl/__init__.py
autogl/module/model/decoders/_dgl/_dgl_decoders.py
autogl/module/model/decoders/_pyg/__init__.py
autogl/module/model/decoders/_pyg/_pyg_decoders.py
autogl/module/model/dgl/__init__.py
autogl/module/model/dgl/_model_registry.py
autogl/module/model/dgl/base.py
autogl/module/model/dgl/gat.py
autogl/module/model/dgl/gcn.py
autogl/module/model/dgl/gin.py
autogl/module/model/dgl/graphsage.py
autogl/module/model/dgl/topkpool.py
autogl/module/model/dgl/hetero/HeteroRGCN.py
autogl/module/model/dgl/hetero/__init__.py
autogl/module/model/dgl/hetero/base.py
autogl/module/model/dgl/hetero/han.py
autogl/module/model/dgl/hetero/hgt.py
autogl/module/model/encoders/__init__.py
autogl/module/model/encoders/base_encoder.py
autogl/module/model/encoders/encoder_registry.py
autogl/module/model/encoders/_dgl/__init__.py
autogl/module/model/encoders/_dgl/_gat.py
autogl/module/model/encoders/_dgl/_gcn.py
autogl/module/model/encoders/_dgl/_gin.py
autogl/module/model/encoders/_dgl/_sage.py
autogl/module/model/encoders/_dgl/_topk.py
autogl/module/model/encoders/_pyg/__init__.py
autogl/module/model/encoders/_pyg/_gat.py
autogl/module/model/encoders/_pyg/_gcn.py
autogl/module/model/encoders/_pyg/_gin.py
autogl/module/model/encoders/_pyg/_sage.py
autogl/module/model/pyg/__init__.py
autogl/module/model/pyg/_model_registry.py
autogl/module/model/pyg/base.py
autogl/module/model/pyg/gat.py
autogl/module/model/pyg/gcn.py
autogl/module/model/pyg/gin.py
autogl/module/model/pyg/graph_saint.py
autogl/module/model/pyg/graphsage.py
autogl/module/model/pyg/topkpool.py
autogl/module/model/pyg/robust/__init__.py
autogl/module/model/pyg/robust/gnnguard.py
autogl/module/model/pyg/robust/utils.py
autogl/module/model/pyg/robust/nn/__init__.py
autogl/module/model/pyg/robust/nn/gcn_conv.py
autogl/module/model/pyg/robust/nn/inits.py
autogl/module/nas/__init__.py
autogl/module/nas/backend.py
autogl/module/nas/scatter_utils.py
autogl/module/nas/utils.py
autogl/module/nas/algorithm/__init__.py
autogl/module/nas/algorithm/agnn_rl.py
autogl/module/nas/algorithm/base.py
autogl/module/nas/algorithm/darts.py
autogl/module/nas/algorithm/enas.py
autogl/module/nas/algorithm/gasso.py
autogl/module/nas/algorithm/grna.py
autogl/module/nas/algorithm/random_search.py
autogl/module/nas/algorithm/rl.py
autogl/module/nas/algorithm/spos.py
autogl/module/nas/estimator/__init__.py
autogl/module/nas/estimator/base.py
autogl/module/nas/estimator/grna_estimator.py
autogl/module/nas/estimator/one_shot.py
autogl/module/nas/estimator/train_scratch.py
autogl/module/nas/space/__init__.py
autogl/module/nas/space/autoattend.py
autogl/module/nas/space/base.py
autogl/module/nas/space/gasso.py
autogl/module/nas/space/graph_nas.py
autogl/module/nas/space/graph_nas_macro.py
autogl/module/nas/space/grna.py
autogl/module/nas/space/operation.py
autogl/module/nas/space/operation_dgl.py
autogl/module/nas/space/operation_pyg.py
autogl/module/nas/space/single_path.py
autogl/module/nas/space/autoattend_space/__init__.py
autogl/module/nas/space/autoattend_space/operations.py
autogl/module/nas/space/autoattend_space/ops1.py
autogl/module/nas/space/autoattend_space/ops2.py
autogl/module/nas/space/gasso_space/__init__.py
autogl/module/nas/space/gasso_space/arma_conv.py
autogl/module/nas/space/gasso_space/cheb_conv.py
autogl/module/nas/space/gasso_space/edge_conv.py
autogl/module/nas/space/gasso_space/gat_conv.py
autogl/module/nas/space/gasso_space/gcn_conv.py
autogl/module/nas/space/gasso_space/gin_conv.py
autogl/module/nas/space/gasso_space/inits.py
autogl/module/nas/space/gasso_space/message_passing.py
autogl/module/nas/space/gasso_space/sage_conv.py
autogl/module/nas/space/gasso_space/utils/__init__.py
autogl/module/nas/space/gasso_space/utils/helpers.py
autogl/module/nas/space/gasso_space/utils/inspector.py
autogl/module/nas/space/gasso_space/utils/jit.py
autogl/module/nas/space/gasso_space/utils/typing.py
autogl/module/preprocessing/__init__.py
autogl/module/preprocessing/_data_preprocessor_registry.py
autogl/module/preprocessing/_data_preprocessor/__init__.py
autogl/module/preprocessing/_data_preprocessor/_data_preprocessor.py
autogl/module/preprocessing/_data_preprocessor/_data_preprocessor_dgl.py
autogl/module/preprocessing/feature_engineering/__init__.py
autogl/module/preprocessing/feature_engineering/_auto_feature_engineer.py
autogl/module/preprocessing/feature_engineering/_feature_engineer.py
autogl/module/preprocessing/feature_engineering/_generators/__init__.py
autogl/module/preprocessing/feature_engineering/_generators/_basic.py
autogl/module/preprocessing/feature_engineering/_generators/_eigen.py
autogl/module/preprocessing/feature_engineering/_generators/_graphlet.py
autogl/module/preprocessing/feature_engineering/_generators/_page_rank.py
autogl/module/preprocessing/feature_engineering/_generators/_pyg.py
autogl/module/preprocessing/feature_engineering/_generators/_pyg_impl.py
autogl/module/preprocessing/feature_engineering/_graph/__init__.py
autogl/module/preprocessing/feature_engineering/_graph/_netlsd.py
autogl/module/preprocessing/feature_engineering/_graph/_networkx.py
autogl/module/preprocessing/feature_engineering/_selectors/__init__.py
autogl/module/preprocessing/feature_engineering/_selectors/_basic.py
autogl/module/preprocessing/feature_engineering/_selectors/_gbdt.py
autogl/module/preprocessing/structure_engineering/__init__.py
autogl/module/preprocessing/structure_engineering/_gcn_jaccard.py
autogl/module/preprocessing/structure_engineering/_gcn_svd.py
autogl/module/preprocessing/structure_engineering/_structure_engineer.py
autogl/module/train/__init__.py
autogl/module/train/base.py
autogl/module/train/evaluation.py
autogl/module/train/graph_classification_full.py
autogl/module/train/link_prediction_full.py
autogl/module/train/node_classification_full.py
autogl/module/train/node_classification_het.py
autogl/module/train/node_classification_trainer/__init__.py
autogl/module/train/node_classification_trainer/node_classification_sampled_trainer.py
autogl/module/train/sampling/__init__.py
autogl/module/train/sampling/sampler/__init__.py
autogl/module/train/sampling/sampler/graphsaint_sampler.py
autogl/module/train/sampling/sampler/layer_dependent_importance_sampler.py
autogl/module/train/sampling/sampler/neighbor_sampler.py
autogl/module/train/sampling/sampler/target_dependant_sampler.py
autogl/module/train/ssl/__init__.py
autogl/module/train/ssl/base.py
autogl/module/train/ssl/graphcl.py
autogl/module/train/ssl/losses.py
autogl/module/train/ssl/utils.py
autogl/module/train/ssl/views_fn.py
autogl/solver/__init__.py
autogl/solver/base.py
autogl/solver/utils.py
autogl/solver/classifier/__init__.py
autogl/solver/classifier/base.py
autogl/solver/classifier/graph_classifier.py
autogl/solver/classifier/link_predictor.py
autogl/solver/classifier/node_classifier.py
autogl/solver/classifier/hetero/__init__.py
autogl/solver/classifier/hetero/node_classifier.py
autogl/solver/classifier/ssl/__init__.py
autogl/solver/classifier/ssl/ssl_graph_classifier.py
autogl/solver/classifier/ssl/utils.py
autogl/utils/__init__.py
autogl/utils/device.py
autogl/utils/log.py
autogl/utils/universal_registry.py