├── .github └── workflows │ ├── check_lint_and_type.yml │ ├── python-publish.yml │ └── test_models.yml ├── .gitignore ├── CITATION.cff ├── LICENSE ├── README.md ├── benchmark ├── benchmark.py ├── datasets │ ├── __init__.py │ ├── abalone.py │ ├── cmc.py │ └── diabetes.py ├── hparams_range │ ├── backbones │ │ ├── mlp.py │ │ └── transformer.py │ ├── dae.py │ ├── embeddings │ │ └── feature_tokenizer.py │ ├── scarf.py │ ├── subtab.py │ ├── switchtab.py │ ├── tabularbinning.py │ ├── vime.py │ └── xgb.py └── pipelines │ ├── __init__.py │ ├── dae_pipeline.py │ ├── pipeline.py │ ├── scarf_pipeline.py │ ├── subtab_pipeline.py │ ├── switchtab_pipeline.py │ ├── tabularbinning_pipeline.py │ ├── vime_pipeline.py │ └── xgb_pipeline.py ├── requirements.txt ├── setup.py ├── test ├── misc.py ├── test_dae_total.py ├── test_scarf_total.py ├── test_subtab_total.py ├── test_switchtab_total.py ├── test_tabularbinning_total.py ├── test_vime_total.py └── unit_tests │ ├── test_dae_forward_pass.py │ ├── test_scarf_forward_pass.py │ ├── test_subtab_forward_pass.py │ ├── test_switchtab_forward_pass.py │ ├── test_tabularbinning_forward_pass.py │ └── test_vime_forward_pass.py └── ts3l ├── __init__.py ├── functional ├── __init__.py ├── dae.py ├── scarf.py ├── subtab.py ├── switchtab.py ├── tabularbinning.py └── vime.py ├── models ├── __init__.py ├── common │ ├── __init__.py │ ├── backbone.py │ ├── base_model.py │ ├── embedding.py │ ├── misc.py │ ├── mlp.py │ ├── reconstruction_head.py │ └── transformer_encoder.py ├── dae │ ├── __init__.py │ └── dae.py ├── scarf │ ├── __init__.py │ ├── loss.py │ └── scarf.py ├── subtab │ ├── __init__.py │ ├── loss.py │ └── subtab.py ├── switchtab │ ├── __init__.py │ └── switchtab.py ├── tabularbinning │ ├── __init__.py │ └── tabularbinning.py └── vime │ ├── __init__.py │ ├── vime.py │ └── vime_predictor.py ├── pl_modules ├── __init__.py ├── base_module.py ├── dae_lightning.py ├── scarf_lightning.py ├── subtab_lightning.py ├── switchtab_lightning.py ├── tabularbinning_lightning.py └── vime_lightning.py └── utils ├── __init__.py ├── backbone_utils ├── __init__.py ├── base_backbone_config.py ├── mlp_backbone_config.py └── transformer_config.py ├── base_config.py ├── dae_utils ├── __init__.py ├── dae_config.py └── data_utils.py ├── datamodule.py ├── embedding_utils ├── __init__.py ├── base_embedding_config.py ├── feature_tokenizer_config.py └── identity_config.py ├── misc.py ├── scarf_utils ├── __init__.py ├── data_utils.py └── scarf_config.py ├── subtab_utils ├── __init__.py ├── data_utils.py └── subtab_config.py ├── switchtab_utils ├── __init__.py ├── data_utils.py └── switchtab_config.py ├── tabularbinning_utils ├── __init__.py ├── data_utils.py └── tabularbinning_config.py └── vime_utils ├── __init__.py ├── data_utils.py └── vime_config.py /.github/workflows/check_lint_and_type.yml: -------------------------------------------------------------------------------- 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