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Survival learner doc updates + miscellaneous stuff #385

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merged 86 commits into from
Oct 18, 2024
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@bblodfon bblodfon commented Sep 11, 2024

Overview of changes

List of survival learners (WIP)

  • aorsf, BART, 2 x coxboost, survflex, gbm, glmnet x 2, mboost x 4 {gamboost, glmboost, mboost, blackboost}, cforest, ctree, penalized, prioritylasso, survival SVM, rfsrc, ranger, akritas, parametric, nelson, 6 x DL survival models (coxtime, deepsurv, loghaz, deephit, dnnsurv, pchazard), 2 x xgboost (cox, aft)

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looking great, just some minor comments / questions

R/learner_partykit_surv_cforest.R Show resolved Hide resolved
R/learner_flexsurv_surv_flexible.R Show resolved Hide resolved
R/learner_prioritylasso_regr_priority_lasso.R Outdated Show resolved Hide resolved
R/learner_prioritylasso_surv_priority_lasso.R Outdated Show resolved Hide resolved
R/learner_randomForestSRC_classif_imbalanced_rfsrc.R Outdated Show resolved Hide resolved
R/learner_randomForestSRC_regr_rfsrc.R Outdated Show resolved Hide resolved
R/learner_survivalmodels_surv_parametric.R Outdated Show resolved Hide resolved
R/learner_survivalsvm_surv_svm.R Show resolved Hide resolved
R/learner_survivalsvm_surv_svm.R Show resolved Hide resolved
R/learner_xgboost_surv_xgboost_aft.R Show resolved Hide resolved
@bblodfon bblodfon merged commit a622524 into main Oct 18, 2024
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@bblodfon bblodfon deleted the surv_updates branch October 18, 2024 09:05
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2 participants