├── .DS_Store ├── Appendix.pdf ├── LICENSE ├── README.md ├── TCGA ├── .DS_Store ├── README.md ├── data_setup │ ├── .DS_Store │ └── data_setup.ipynb ├── docs │ ├── .DS_Store │ └── images │ │ ├── .DS_Store │ │ ├── download_data_1.png │ │ ├── download_data_2.png │ │ ├── download_data_3.png │ │ ├── download_data_4.png │ │ └── download_data_5.png ├── modeling │ ├── .DS_Store │ ├── evaluate.py │ ├── models.py │ ├── training_multimodal_hyper.py │ └── training_unimodal_hyper.py └── preprocessing │ ├── .DS_Store │ ├── README.md │ ├── combine_modalities.ipynb │ ├── create_DNA_methylation_dataset.ipynb │ ├── create_clinical_dataset.ipynb │ ├── create_cnv_dataset.ipynb │ ├── create_gene_expression_dataset.ipynb │ ├── create_image_dataset.ipynb │ └── reduce_features_create_tensors.ipynb ├── amazon_reviews ├── README.md ├── create_datasets.py ├── download_images.py ├── evaluate_three.py └── training_three_hyper.py ├── common_files ├── .DS_Store ├── config.json ├── custom_sets.py ├── memes_amazon │ ├── evaluate_one.py │ ├── evaluate_two.py │ ├── models.py │ ├── training_one_hyper.py │ └── training_two_hyper.py └── model_utils.py ├── eICU ├── .DS_Store ├── README.md ├── creating_torch_datasets.ipynb ├── evaluate.py ├── models.py ├── preprocessing.ipynb ├── train_test_split.ipynb ├── training_multimodal_hyper.py └── training_unimodal_hyper.py ├── hateful_memes ├── .DS_Store ├── .ipynb_checkpoints │ └── Untitled-Copy1-checkpoint.ipynb ├── README.md └── creating_dataset.ipynb ├── mimic_iv_cxr ├── .DS_Store ├── README.md ├── data_utils.py ├── evaluate.py ├── joining_with_text_demo.py ├── models.py ├── training_multimodal_hyper.py └── training_unimodal_hyper.py ├── model_overview.png ├── requirements.txt ├── simulation_data ├── .DS_Store ├── .ipynb_checkpoints │ └── create_simulation_data_l-Copy1-checkpoint.ipynb ├── README.md ├── create_simulation_data.ipynb ├── evaluate.py ├── models.py └── training_hyper.py └── tadpole ├── .DS_Store ├── README.md ├── create_torch_datasets.ipynb ├── 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