All functions

akritas()

Akritas Conditional Non-Parametric Survival Estimator

build_keras_net()

Build a Keras Multilayer Perceptron

build_pytorch_net()

Build a Pytorch Multilayer Perceptron

cindex()

Compute Concordance of survivalmodel Risk

coxtime()

Cox-Time Survival Neural Network

deephit()

DeepHit Survival Neural Network

deepsurv()

DeepSurv Survival Neural Network

dnnsurv()

DNNSurv Neural Network for Conditional Survival Probabilities

get_keras_optimizer()

Get Keras Optimizer

get_pycox_activation()

Get Pytorch Activation Function

get_pycox_callbacks()

Get Torchtuples Callbacks

get_pycox_init()

Get Pytorch Weight Initialization Method

get_pycox_optim()

Get Pytorch Optimizer

install_keras()

Install Keras and Tensorflow

install_pycox()

Install Pycox With Reticulate

install_torch()

Install Torch With Reticulate

loghaz()

Logistic-Hazard Survival Neural Network

pchazard()

PC-Hazard Survival Neural Network

predict(<akritas>)

Predict method for Akritas Estimator

predict(<dnnsurv>)

Predict Method for DNNSurv

predict(<pycox>)

Predict Method for pycox Neural Networks

pycox_prepare_train_data()

Prepare Data for Pycox Model Training

requireNamespaces()

Vectorised Logical requireNamespace

set_seed()

Set seed in R numpy and torch

simsurvdata()

Simulate Survival Data

survivalmodels-package

survivalmodels: Models for Survival Analysis