├── .gitignore ├── LICENSE.txt ├── README.md ├── datasets-used.csv ├── img ├── tunetables_logo.png └── tunetables_overview.png ├── metadata ├── all_datasets.txt ├── all_tasks.txt ├── ext_features.txt ├── extended_datasets.txt ├── small_datasets.txt ├── test_datasets.txt └── test_tasks.txt ├── models └── prior_diff_real_checkpoint_n_0_epoch_42.cpkt ├── pt_scripts └── hparams.sh ├── pyproject.toml ├── requirements.txt ├── setup.py └── tunetables ├── __init__.py ├── batch ├── all_tasks.py ├── run_gcp_expt.sh ├── run_tt_job.py └── utils.sh ├── datasets ├── __init__.py └── utils.py ├── decoders.py ├── encoders.py ├── initializers.py ├── layer.py ├── losses.py ├── model_configs.py ├── notebook_utils.py ├── positional_encodings.py ├── priors ├── __init__.py ├── differentiable_prior.py ├── fast_gp.py ├── flexible_categorical.py ├── garage.py ├── mlp.py ├── prior.py ├── prior_bag.py ├── real.py └── utils.py ├── run_baselines.py ├── run_optuna.py ├── scripts ├── __init__.py ├── baseline_prediction_interface.py ├── decision_boundary.py ├── differentiable_pfn_evaluation.py ├── model_builder.py ├── model_configs.py ├── param_grid.py ├── tabular_baselines.py ├── tabular_baselines_deep.py ├── tabular_evaluation.py ├── tabular_metrics.py └── transformer_prediction_interface.py ├── tests ├── __init__.py ├── test_deterministic_and_model_caching.py ├── test_follow_sklearn_interface.py ├── test_get_gradients.py ├── test_load_module_only_inference.py ├── test_standardization.py └── test_tunetables_classifier.py ├── train.py ├── train_loop.py ├── transformer.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/penfever/TuneTables/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- 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