AutoGL
An autoML framework & toolkit for machine learning on graphs.
Language: python
Author: GitHub Repos (@github-repos)
0 stars · 3 views
Files
- conf.py (py)
- requirements.txt (txt)
- test (txt)
- preprocessing (txt)
- structure.py (py)
- utils.py (py)
- nas (txt)
- node_classification.py (py)
- bench.py (py)
- bench_mp.py (py)
- backend.py (py)
- performance (txt)
- node_classification (txt)
- pyg (txt)
- docs (txt)
- Makefile (txt)
- docfile (txt)
- documentation (txt)
- model (txt)
- dataset (txt)
- tutorial_cn (txt)
- tutorial (txt)
- base.py (py)
- trainer_dataset.py (py)
- model.py (py)
- trainer.py (py)
- model_decouple.py (py)
- helper.py (py)
- solver.py (py)
- dgl (txt)
- anneal_advisorhpo.py (py)
- autone_file (txt)
- utils.py (py)
- rand_advisor.py (py)
- advisorbase.py (py)
- cmaes_advisorchoco.py (py)
- autone.py (py)
- suggestion (txt)
- __init__.py (py)
- models.py (py)
- early_stop_algorithm (txt)
- base.py (py)
- trainer_dataset.py (py)
- early_stop_descending.py (py)
- abstract_early_stop_test.py (py)
- model.py (py)
- trainer.py (py)
- model_decouple.py (py)
- helper.py (py)
- solver.py (py)
- heterogeneous (txt)
- dgl (txt)
- hgt_main.py (py)
- han_main.py (py)
- han_base (txt)
- early_stop_first_trial_test.py (py)
- base.py (py)
- train_sampling.py (py)
- model.py (py)
- model_hetero.py (py)
- utils.py (py)
- train_hgt.py (py)
- train_han.py (py)
- hgt_base (txt)
- base.py (py)
- model.py (py)
- helper.py (py)
- solver.py (py)
- robust (txt)
- model_gnnguard_meta.py (py)
- graph_classification (txt)
- pyg (txt)
- base.py (py)
- trainer_dataset.py (py)
- model.py (py)
- trainer.py (py)
- helper.py (py)
- solver.py (py)
- dgl (txt)
- base.py (py)
- trainer_dataset.py (py)
- model.py (py)
- trainer.py (py)
- helper.py (py)
- solver.py (py)
- link_prediction (txt)
- pyg (txt)
- base.py (py)
- trainer_dataset.py (py)
- model.py (py)
- trainer.py (py)
- model_decouple.py (py)
- helper.py (py)
- solver.py (py)
- dgl (txt)
- base.py (py)
- trainer_dataset.py (py)
- model.py (py)
- trainer.py (py)
- helper.py (py)
- solver.py (py)
- performance_check.sh (sh)
- dataset (txt)
- utils.py (py)
- solver (txt)
- graph_classification.py (py)
- node_classification.py (py)
- link_prediction.py (py)
- trainer (txt)
- pyg (txt)
- graph_classification.py (py)
- node_classification.py (py)
- early_stop_descending_test.py (py)
- early_stop_first_trial.py (py)
- no_early_stop_test.py (py)
- abstract_early_stop.py (py)
- no_early_stop.py (py)
- algorithm (txt)
- particle_swarm_optimization.py (py)
- graphcl_ssl_full.py (py)
- mocmaes.py (py)
- base_hyperopt_algorithm.py (py)
- link_prediction.py (py)
- skopt_bayesian_optimization.py (py)
- graphcl_ssl.py (py)
- autogl (txt)
- utils (txt)
- device.py (py)
- __init__.py (py)
- log.py (py)
- universal_registry.py (py)
- backend (txt)
- __init__.py (py)
- _dependent_backend.py (py)
- __init__.py (py)
- datasets (txt)
- utils (txt)
- __init__.py (py)
- _pyg.py (py)
- _split_edges (txt)
- _dgl_compatible.py (py)
- __init__.py (py)
- split_edges.py (py)
- train_test_split_edges.py (py)
- _pyg_compatible.py (py)
- _general.py (py)
- conversion (txt)
- _to_pyg_dataset.py (py)
- _to_dgl_dataset.py (py)
- __init__.py (py)
- _matlab_matrix.py (py)
- _data_source.py (py)
- __init__.py (py)
- _gtn_data.py (py)
- _pyg.py (py)
- _dataset_registry.py (py)
- _ogb.py (py)
- _dgl.py (py)
- _heterogeneous_datasets (txt)
- __init__.py (py)
- _dgl_heterogeneous_datasets.py (py)
- module (txt)
- _feature (txt)
- auto_feature.py (py)
- base.py (py)
- __init__.py (py)
- graph (txt)
- nx.py (py)
- base.py (py)
- __init__.py (py)
- netlsd.py (py)
- selectors (txt)
- se_filter_constant.py (py)
- base.py (py)
- __init__.py (py)
- se_gbdt.py (py)
- generators (txt)
- eigen.py (py)
- base.py (py)
- __init__.py (py)
- graphlet.py (py)
- page_rank.py (py)
- pyg.py (py)
- utils.py (py)
- hpo (txt)
- mocmaes_advisorchoco.py (py)
- grid_advisorchoco.py (py)
- rand_advisorchoco.py (py)
- quasi_advisorchoco.py (py)
- base.py (py)
- __init__.py (py)
- tpe_advisorhpo.py (py)
- _gcn.py (py)
- _topk.py (py)
- ATTRIBUTION.md (markdown)
- util.py (py)
- hyperopt_random_search.py (py)
- abstract_algorithm.py (py)
- chocolate_grid_search.py (py)
- simulate_anneal.py (py)
- base_skopt_algorithm.py (py)
- grid_search.py (py)
- random_search.py (py)
- chocolate_random_search.py (py)
- tpe.py (py)
- quasi_random_search.py (py)
- bayesian_optimization.py (py)
- base_chocolate_algorithm.py (py)
- cmaes.py (py)
- chocolate_bayes.py (py)
- migrations (txt)
- 0001_initial.py (py)
- bayes_advisor.py (py)
- auto_module.py (py)
- bayes_advisorchoco.py (py)
- grid_advisor.py (py)
- train (txt)
- base.py (py)
- __init__.py (py)
- node_classification_het.py (py)
- sampling (txt)
- sampler (txt)
- layer_dependent_importance_sampler.py (py)
- target_dependant_sampler.py (py)
- neighbor_sampler.py (py)
- graphsaint_sampler.py (py)
- ssl (txt)
- base.py (py)
- __init__.py (py)
- graphcl.py (py)
- views_fn.py (py)
- losses.py (py)
- utils.py (py)
- link_prediction_full.py (py)
- node_classification_trainer (txt)
- __init__.py (py)
- node_classification_sampled_trainer.py (py)
- evaluation.py (py)
- node_classification_full.py (py)
- graph_classification_full.py (py)
- __init__.py (py)
- preprocessing (txt)
- feature_engineering (txt)
- _generators (txt)
- _page_rank.py (py)
- __init__.py (py)
- _pyg.py (py)
- _eigen.py (py)
- _pyg_impl.py (py)
- _basic.py (py)
- _graphlet.py (py)
- _auto_feature_engineer.py (py)
- _graph (txt)
- _netlsd.py (py)
- __init__.py (py)
- _networkx.py (py)
- __init__.py (py)
- _feature_engineer.py (py)
- _selectors (txt)
- __init__.py (py)
- _basic.py (py)
- _gbdt.py (py)
- _data_preprocessor (txt)
- __init__.py (py)
- _data_preprocessor.py (py)
- _data_preprocessor_dgl.py (py)
- __init__.py (py)
- structure_engineering (txt)
- __init__.py (py)
- _gcn_jaccard.py (py)
- _gcn_svd.py (py)
- _structure_engineer.py (py)
- _data_preprocessor_registry.py (py)
- ensemble (txt)
- base.py (py)
- __init__.py (py)
- voting.py (py)
- stacking.py (py)
- nas (txt)
- scatter_utils.py (py)
- __init__.py (py)
- backend.py (py)
- estimator (txt)
- one_shot.py (py)
- base.py (py)
- __init__.py (py)
- train_scratch.py (py)
- grna_estimator.py (py)
- algorithm (txt)
- base.py (py)
- __init__.py (py)
- gasso.py (py)
- random_search.py (py)
- rl.py (py)
- enas.py (py)
- darts.py (py)
- grna.py (py)
- agnn_rl.py (py)
- spos.py (py)
- space (txt)
- gasso_space (txt)
- utils (txt)
- jit.py (py)
- inspector.py (py)
- helpers.py (py)
- typing.py (py)
- gcn_conv.py (py)
- inits.py (py)
- message_passing.py (py)
- cheb_conv.py (py)
- __init__.py (py)
- sage_conv.py (py)
- gin_conv.py (py)
- edge_conv.py (py)
- arma_conv.py (py)
- gat_conv.py (py)
- base.py (py)
- operation.py (py)
- __init__.py (py)
- gasso.py (py)
- autoattend.py (py)
- operation_dgl.py (py)
- graph_nas.py (py)
- graph_nas_macro.py (py)
- single_path.py (py)
- autoattend_space (txt)
- ops2.py (py)
- operations.py (py)
- ops1.py (py)
- grna.py (py)
- operation_pyg.py (py)
- utils.py (py)
- feature (txt)
- _generators (txt)
- _page_rank.py (py)
- __init__.py (py)
- _pyg.py (py)
- _eigen.py (py)
- _pyg_impl.py (py)
- _basic.py (py)
- _graphlet.py (py)
- _graph (txt)
- _netlsd.py (py)
- __init__.py (py)
- _networkx.py (py)
- _feature_engineer_registry.py (py)
- __init__.py (py)
- _base_feature_engineer (txt)
- __init__.py (py)
- _base_feature_engineer_pyg.py (py)
- _base_feature_engineer.py (py)
- _base_feature_engineer_dgl.py (py)
- _auto_feature.py (py)
- _selectors (txt)
- __init__.py (py)
- _basic.py (py)
- _gbdt.py (py)
- model (txt)
- _utils (txt)
- __init__.py (py)
- activation.py (py)
- pyg (txt)
- gat.py (py)
- base.py (py)
- robust (txt)
- nn (txt)
- gcn_conv.py (py)
- inits.py (py)
- __init__.py (py)
- gnnguard.py (py)
- utils.py (py)
- __init__.py (py)
- topkpool.py (py)
- _model_registry.py (py)
- gcn.py (py)
- graph_saint.py (py)
- gin.py (py)
- graphsage.py (py)
- decoders (txt)
- __init__.py (py)
- decoder_registry.py (py)
- _pyg (txt)
- __init__.py (py)
- _pyg_decoders.py (py)
- base_decoder.py (py)
- _dgl (txt)
- _dgl_decoders.py (py)
- __init__.py (py)
- __init__.py (py)
- encoders (txt)
- __init__.py (py)
- _pyg (txt)
- _gat.py (py)
- __init__.py (py)
- _gin.py (py)
- _gcn.py (py)
- _sage.py (py)
- _dgl (txt)
- _gat.py (py)
- __init__.py (py)
- _gin.py (py)
