├── .gitignore ├── .readthedocs.yaml ├── LICENSE ├── README.md ├── checkpoints └── README.md ├── configs ├── README.md ├── coxkan │ ├── TCGA-BRCA.yml │ ├── TCGA-GBMLGG.yml │ ├── TCGA-KIRC.yml │ ├── TCGA-STAD.yml │ ├── flchain.yml │ ├── gbsg.yml │ ├── metabric.yml │ ├── nwtco.yml │ ├── sim_deep.yml │ ├── sim_depth_1.yml │ ├── sim_difficult.yml │ ├── sim_gaussian.yml │ └── support.yml ├── mlp │ ├── TCGA-BRCA.yml │ ├── TCGA-GBMLGG.yml │ ├── TCGA-KIRC.yml │ ├── TCGA-STAD.yml │ ├── flchain.yml │ └── nwtco.yml ├── simulation │ ├── deep.yml │ ├── depth_1.yml │ ├── difficult.yml │ └── gaussian.yml └── sweep │ ├── coxkan_EarlyStop.yml │ ├── coxkan_deep.yml │ ├── coxkan_default.yml │ ├── coxkan_noEarlyStop.yml │ ├── mlp.yml │ └── mlp_noEarlyStop.yml ├── coxkan ├── CoxKAN.py ├── __init__.py ├── _configs │ ├── coxkan_sweep.yml │ └── mlp_sweep.yml ├── datasets │ ├── __init__.py │ ├── _base.py │ ├── deepsurv.py │ ├── rdatasets.py │ └── simulation.py ├── hyperparam_search.py └── utils.py ├── data ├── TCGA │ └── README.md ├── flchain_test.feather ├── flchain_train.feather ├── gbsg_test.feather ├── gbsg_train.feather ├── metabric_test.feather ├── metabric_train.feather ├── nwtco_test.feather ├── nwtco_train.feather ├── sim_deep_test.csv ├── sim_deep_train.csv ├── sim_depth_1_test.csv ├── sim_depth_1_train.csv ├── sim_difficult_test.csv ├── sim_difficult_train.csv ├── sim_gaussian_test.csv ├── sim_gaussian_train.csv ├── support_test.feather └── support_train.feather ├── docs ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── _static │ └── coxkan_logo.png │ ├── conf.py │ ├── coxkan.datasets.rst │ ├── coxkan.rst │ ├── index.rst │ ├── intro.ipynb │ ├── intro.rst │ └── modules.rst ├── media ├── brca.png ├── clinical.png ├── coxkan-pipline.png ├── coxkan_logo.png ├── flchain.png ├── gaussian.mp4 ├── gbmlgg.png ├── gbsg.png ├── kan.png ├── lph_surfaces.png ├── metabric.png ├── nwtco.png ├── simulation_kans.png ├── stad.png ├── subnetwork.png ├── support-fits.png ├── 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