Index

_

__abstractmethods__ (BaseKDSurv attribute) (KDAFTElasticNetCV attribute) (KDEHMultiTaskLassoCV attribute) (KDPHElasticNetCV attribute) __doc__ (AFT attribute) (BaseKDSurv attribute) (EH attribute) (KDAFTElasticNetCV attribute) (KDEHMultiTaskLassoCV attribute) (KDPHElasticNetCV attribute) __init__() (AFT method) (BaseKDSurv method) (EH method) (KDAFTElasticNetCV method) (KDEHMultiTaskLassoCV method) (KDPHElasticNetCV method)

__module__ (AFT attribute) (BaseKDSurv attribute) (EH attribute) (KDAFTElasticNetCV attribute) (KDEHMultiTaskLassoCV attribute) (KDPHElasticNetCV attribute) _abc_impl (BaseKDSurv attribute) (KDAFTElasticNetCV attribute) (KDEHMultiTaskLassoCV attribute) (KDPHElasticNetCV attribute) _get_estimator() (KDEHMultiTaskLassoCV method) _is_multitask() (BaseKDSurv method) (KDEHMultiTaskLassoCV method)

A

AFT (class in sparsesurv.aft) aft_baseline_hazard_estimator() (in module sparsesurv.baseline_hazard_estimation) aft_gradient() (in module sparsesurv.gradients)

aft_gradient_beta() (in module sparsesurv.gradients) aft_negative_likelihood() (in module sparsesurv.loss) aft_negative_likelihood_beta() (in module sparsesurv.loss)

B

BaseKDSurv (class in sparsesurv.cv) baseline_hazard_estimator_eh() (in module sparsesurv.baseline_hazard_estimation) basic_cv_fold() (in module sparsesurv.utils) basic_mse() (in module sparsesurv.utils)

breslow_estimator_breslow() (in module sparsesurv.baseline_hazard_estimation) breslow_estimator_efron() (in module sparsesurv.baseline_hazard_estimation) breslow_negative_likelihood() (in module sparsesurv.loss) breslow_negative_likelihood_beta() (in module sparsesurv.loss)

D

difference_kernels() (in module sparsesurv.utils)

E

efron_negative_likelihood() (in module sparsesurv.loss) efron_negative_likelihood_beta() (in module sparsesurv.loss) EH (class in sparsesurv.eh)

eh_gradient() (in module sparsesurv.gradients) eh_gradient_beta() (in module sparsesurv.gradients) eh_negative_likelihood() (in module sparsesurv.loss) eh_negative_likelihood_beta() (in module sparsesurv.loss)

F

fit() (AFT method) (BaseKDSurv method) (EH method)

G

gaussian_integrated_kernel() (in module sparsesurv.utils) gaussian_kernel() (in module sparsesurv.utils)

get_cumulative_hazard_function_aft() (in module sparsesurv.baseline_hazard_estimation) get_cumulative_hazard_function_eh() (in module sparsesurv.baseline_hazard_estimation)

I

init_coefs() (AFT method) (EH method)

integrated_kernel() (in module sparsesurv.utils) inverse_transform_survival() (in module sparsesurv.utils) inverse_transform_survival_kd() (in module sparsesurv.utils)

K

KDAFTElasticNetCV (class in sparsesurv.cv) KDEHMultiTaskLassoCV (class in sparsesurv.cv)

KDPHElasticNetCV (class in sparsesurv.cv) kernel() (in module sparsesurv.utils)

L

linear_cv() (in module sparsesurv.utils)

logaddexp() (in module sparsesurv.utils) logsubstractexp() (in module sparsesurv.utils)

M

module sparsesurv sparsesurv.aft sparsesurv.baseline_hazard_estimation sparsesurv.compat sparsesurv.constants sparsesurv.cv sparsesurv.eh sparsesurv.gradients sparsesurv.loss sparsesurv.utils

N

numba_logsumexp_stable() (in module sparsesurv.utils)

P

path() (KDEHMultiTaskLassoCV method) predict() (BaseKDSurv method) (EH method) (KDEHMultiTaskLassoCV method)

predict_cumulative_hazard_function() (AFT method) (EH method) (KDAFTElasticNetCV method) (KDEHMultiTaskLassoCV method) (KDPHElasticNetCV method)

S

set_fit_request() (AFT method) (BaseKDSurv method) (EH method) (KDAFTElasticNetCV method) (KDEHMultiTaskLassoCV method) (KDPHElasticNetCV method) set_score_request() (BaseKDSurv method) (KDAFTElasticNetCV method) (KDEHMultiTaskLassoCV method) (KDPHElasticNetCV method) sparsesurv module sparsesurv.aft module sparsesurv.baseline_hazard_estimation module

sparsesurv.compat module sparsesurv.constants module sparsesurv.cv module sparsesurv.eh module sparsesurv.gradients module sparsesurv.loss module sparsesurv.utils module

T

transform_survival() (in module sparsesurv.utils)

transform_survival_kd() (in module sparsesurv.utils)

V

vvh_cv_fold() (in module sparsesurv.utils)