Index

A

add_symbolic() (in module coxkan.utils)

auto_symbolic() (coxkan.CoxKAN.CoxKAN method)

B

bootstrap_metric() (in module coxkan.utils)

C

categorical_covariates (coxkan.datasets.deepsurv.GBSG attribute) (coxkan.datasets.deepsurv.METABRIC attribute) (coxkan.datasets.deepsurv.SUPPORT attribute) (coxkan.datasets.rdatasets.FLCHAIN attribute) (coxkan.datasets.rdatasets.NWTCO attribute) categorical_fun() (in module coxkan.utils) cindex() (coxkan.CoxKAN.CoxKAN method) count_parameters() (in module coxkan.utils) covariates (coxkan.datasets.deepsurv.GBSG attribute) (coxkan.datasets.deepsurv.METABRIC attribute) (coxkan.datasets.deepsurv.SUPPORT attribute) (coxkan.datasets.rdatasets.FLCHAIN attribute) (coxkan.datasets.rdatasets.NWTCO attribute)

coxkan module CoxKAN (class in coxkan.CoxKAN) coxkan.CoxKAN module coxkan.datasets module coxkan.datasets.deepsurv module coxkan.datasets.rdatasets module coxkan.utils module

D

download_from_deepsurv() (in module coxkan.datasets.deepsurv) download_from_rdatasets() (in module coxkan.datasets.rdatasets)

duration_col (coxkan.datasets.rdatasets.FLCHAIN attribute) (coxkan.datasets.rdatasets.NWTCO attribute)

E

event_col (coxkan.datasets.rdatasets.FLCHAIN attribute) (coxkan.datasets.rdatasets.NWTCO attribute)

F

FastCoxLoss() (in module coxkan.utils)

fix_symbolic() (coxkan.CoxKAN.CoxKAN method) FLCHAIN (class in coxkan.datasets.rdatasets)

G

GBSG (class in coxkan.datasets.deepsurv)

L

load() (coxkan.datasets.rdatasets.FLCHAIN method) (coxkan.datasets.rdatasets.NWTCO method)

load_ckpt() (coxkan.CoxKAN.CoxKAN method) Logger (class in coxkan.utils)

M

METABRIC (class in coxkan.datasets.deepsurv) module coxkan coxkan.CoxKAN coxkan.datasets coxkan.datasets.deepsurv coxkan.datasets.rdatasets coxkan.utils

N

name (coxkan.datasets.deepsurv.GBSG attribute) (coxkan.datasets.deepsurv.METABRIC attribute) (coxkan.datasets.deepsurv.SUPPORT attribute) (coxkan.datasets.rdatasets.FLCHAIN attribute) (coxkan.datasets.rdatasets.NWTCO attribute)

NWTCO (class in coxkan.datasets.rdatasets)

P

plot() (coxkan.CoxKAN.CoxKAN method) (coxkan.utils.Logger method) plot_act() (coxkan.CoxKAN.CoxKAN method) plot_best_suggestion() (coxkan.CoxKAN.CoxKAN method)

predict() (coxkan.CoxKAN.CoxKAN method) predict_partial_hazard() (coxkan.CoxKAN.CoxKAN method) process_data() (coxkan.CoxKAN.CoxKAN method) prune_edges() (coxkan.CoxKAN.CoxKAN method) prune_nodes() (coxkan.CoxKAN.CoxKAN method)

S

save_ckpt() (coxkan.CoxKAN.CoxKAN method) set_seed() (in module coxkan.utils) suggest_symbolic() (coxkan.CoxKAN.CoxKAN method)

SUPPORT (class in coxkan.datasets.deepsurv) symbolic_formula() (coxkan.CoxKAN.CoxKAN method) symbolic_rank_terms() (coxkan.CoxKAN.CoxKAN method)

T

train() (coxkan.CoxKAN.CoxKAN method)