├── .gitignore ├── README.md ├── baselines ├── DCM │ └── data │ │ └── flchain.csv ├── aft │ ├── main_aft.py │ ├── run_aft_flchain │ ├── run_aft_hemo │ ├── run_aft_hgg │ ├── run_aft_nsclc │ ├── run_aft_sim │ └── run_aft_support ├── coxph │ ├── coxph.py │ ├── main_coxph.py │ ├── run_coxph_mnist │ ├── run_coxph_nsclc │ ├── run_coxph_sim │ └── run_coxph_support ├── km │ ├── main_km.py │ ├── run_km_mnist │ └── run_km_sim ├── sca │ └── sca_utils │ │ └── pre_processing.py └── ssc │ ├── main_ssc_bair.py │ ├── run_ssc_mnist │ ├── run_ssc_sim │ └── sscBair.py ├── bin ├── run_gmmvae_mnist ├── run_gmmvae_sim ├── run_vadesc_flchain ├── run_vadesc_hemo ├── run_vadesc_hgg ├── run_vadesc_mnist ├── run_vadesc_nsclc ├── run_vadesc_sim └── run_vadesc_support ├── configs ├── flchain.yml ├── hemo.yml ├── hgg.yml ├── mnist.yml ├── nsclc.yml ├── sim.yml └── support.yml ├── datasets ├── flchain │ ├── flchain.csv │ └── flchain_data.py ├── hemodialysis │ └── hemo_data.py ├── hgg │ └── hgg_data.py ├── nsclc_lung │ ├── CT_preproc_utils.py │ ├── clinical_data.csv │ └── nsclc_lung_data.py ├── simulated_data.py ├── simulations.py ├── support │ ├── support2.csv │ └── support_data.py └── survivalMNIST │ └── survivalMNIST_data.py ├── documents └── VaDeSC_Poster_ICLR_2022.pdf ├── environment.yml ├── figures └── survival_clustering_schematic.png ├── main.py ├── models ├── losses.py ├── model.py └── networks.py ├── notebooks └── example.ipynb ├── posthoc_explanations ├── explainer_utils.py └── post_hoc_clustering_explanations.ipynb ├── train.py └── utils ├── constants.py ├── data_utils.py ├── eval_utils.py ├── plotting.py ├── radiomics_utils.py ├── sim_utils.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/i6092467/vadesc/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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