├── .gitignore ├── Dockerfile ├── LICENSE ├── README.md ├── attributions.py ├── config ├── adult.yml ├── adult_params.yml ├── best_params.yml ├── california_housing.yml ├── covertype.yml ├── heloc.yml └── higgs.yml ├── evaluate.py ├── insights.py ├── models ├── __init__.py ├── baseline_models.py ├── basemodel.py ├── basemodel_torch.py ├── danet.py ├── danet_lib │ ├── DAN_Task.py │ ├── __init__.py │ ├── abstract_model.py │ ├── config │ │ ├── MSLR.yaml │ │ ├── cardio.yaml │ │ ├── click.yaml │ │ ├── default.py │ │ ├── epsilon.yaml │ │ ├── forest_cover_type.yaml │ │ ├── yahoo.yaml │ │ └── year.yaml │ ├── lib │ │ ├── callbacks.py │ │ ├── logger.py │ │ ├── metrics.py │ │ ├── multiclass_utils.py │ │ └── utils.py │ ├── main.py │ ├── model │ │ ├── AcceleratedModule.py │ │ ├── DANet.py │ │ └── sparsemax.py │ └── predict.py ├── deepfm.py ├── deepfm_lib │ ├── __init__.py │ ├── inputs.py │ ├── layers │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── core.py │ │ ├── interaction.py │ │ ├── sequence.py │ │ └── utils.py │ └── models │ │ ├── __init__.py │ │ ├── basemodel.py │ │ └── deepfm.py ├── deepgbm.py ├── deepgbm_lib │ ├── __init__.py │ ├── config.py │ ├── main.py │ ├── models │ │ ├── CatNN.py │ │ ├── DeepGBM.py │ │ ├── EmbeddingModel.py │ │ ├── GBDT2NN.py │ │ └── __init__.py │ ├── preprocess │ │ ├── __init__.py │ │ ├── preprocessing_cat.py │ │ └── preprocessing_num.py │ ├── trainModel.py │ └── utils │ │ ├── __init__.py │ │ ├── gbdt.py │ │ ├── helper.py │ │ └── tree_model_interpreter.py ├── dnf.py ├── dnf_lib │ ├── DNFNet │ │ ├── DNFNetModels │ │ │ ├── DNFNetComponents.py │ │ │ ├── model1.py │ │ │ ├── model100.py │ │ │ ├── model101.py │ │ │ ├── model2.py │ │ │ ├── model3.py │ │ │ ├── model4.py │ │ │ ├── model5.py │ │ │ └── model6.py │ │ ├── ModelHandler.py │ │ └── __init__.py │ ├── Utils │ │ ├── NumpyGenerator.py │ │ ├── experiment_utils.py │ │ └── file_utils.py │ ├── __init__.py │ └── config.py ├── mlp.py ├── modeltree.py ├── neural_additive_models.py ├── node.py ├── node_lib │ ├── __init__.py │ ├── arch.py │ ├── data.py │ ├── nn_utils.py │ ├── odst.py │ ├── trainer.py │ └── utils.py ├── rln.py ├── saint.py ├── saint_lib │ ├── __init__.py │ ├── augmentations.py │ ├── data_openml.py │ └── models │ │ ├── __init__.py │ │ ├── model.py │ │ ├── pretrainmodel.py │ │ └── pretrainmodel_vision.py ├── stg_lib │ ├── __init__.py │ ├── io.py │ ├── layers.py │ ├── losses.py │ ├── matching.py │ ├── meter.py │ ├── models.py │ ├── stg.py │ └── utils.py ├── stochastic_gates.py ├── tabnet.py ├── tabtransformer.py ├── tree_models.py └── vime.py ├── testall.sh ├── train.py └── utils ├── baseline_attributions.py ├── io_utils.py ├── load_data.py ├── parser.py ├── scorer.py └── timer.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kathrinse/TabSurvey/HEAD/.gitignore -------------------------------------------------------------------------------- /Dockerfile: 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