Algorithm

Software

Language

Webpage

Kaplan-Meier

Survival

R

https://cran.r-project.org/web/packages/survival/index.html

Nelson-Aalen

Life-Table

Basic Cox

TD-Cox

Lasso-Cox

fastcox

R

https://cran.r-project.org/web/packages/fastcox/index.html

Ridge-Cox

EN-Cox

Oscar-Cox

RegCox

R

https://github.com/MLSurvival/RegCox

CoxBoost

CoxBoost

R

https://cran.r-project.org/web/packages/CoxBoost/index.html

Tobit

Survival

R

https://cran.r-project.org/web/packages/survival/index.html

BJ

bujar

R

https://cran.r-project.org/web/packages/bujar/index.html

AFT

Survival

R

https://cran.r-project.org/web/packages/survival/index.html

Bayesian Methods

BMA

R

https://cran.r-project.org/web/packages/BMA/index.html

RSF

randomForestSRC

R

https://cran.r-project.org/web/packages/randomForestSRC/

BST

ipred

R

https://cran.r-project.org/web/packages/ipred/index.html

Boosting

mboost

R

https://cran.r-project.org/web/packages/mboost/

Active Learning

RegCox

R

https://github.com/MLSurvival/RegCox

Transfer Learning

TransferCox

C++

https://github.com/MLSurvival/TransferCox

Multi-Task Learning

MTLSA

MATLAB

https://github.com/MLSurvival/MTLSA

Early Stage Prediction

ESP

R

https://github.com/MLSurvival/ESP

Uncensoring

Calibration

survutils

R

https://github.com/MLSurvival/survutils

Competing Risks

survival

R

https://cran.r-project.org/web/packages/survival/index.html

Recurrent Events

survrec

R

https://cran.r-project.org/web/packages/survrec/