Alternatives and similar repositories for survML

Users that are interested in survML are comparing it to the libraries listed below

• tedwestling / survSuperLearner
  Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.
  ☆15Updated last year
• kathoffman / steroids-trial-emulation
  Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…
  ☆63Updated 2 years ago
• tedwestling / CFsurvival
  R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…
  ☆13Updated 2 years ago
• Larsvanderlaan / hte3
  Causal machine learning pipeline using tlverse/sl3
  ☆13Updated last week
• drizopoulos / JMbayes
  Joint Models for Longitudinal and Survival Data using MCMC
  ☆59Updated 4 years ago
• nt-williams / lmtp
  Non-parametric Causal Effects Based on Modified Treatment Policies
  ☆77Updated 2 months ago
• nhejazi / medoutcon
  R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
  ☆15Updated 3 months ago
• RobinDenz1 / adjustedCurves
  An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…
  ☆42Updated 4 months ago
• ehsanx / simMSM
  R package that simulates data suitable for fitting Marginal Structural Model.
  ☆13Updated 3 years ago
• thuizhou / PSweight
  ☆27Updated last year
• Causal-LDA / TrialEmulation
  ☆34Updated last month
• tlverse / tmle3shift
  🎯 Targeted Learning of the Causal Effects of Stochastic Interventions
  ☆17Updated last year
• benkeser / survtmle
  Targeted Learning for Survival Analysis
  ☆23Updated 2 years ago
• tlverse / tmle3
  🎯🎓 Generalized Targeted Learning Framework
  ☆41Updated 6 months ago
• drizopoulos / JMbayes2
  Extended Joint Models for Longitudinal and Survival Data
  ☆94Updated last week
• migariane / SIM-TMLE-tutorial
  Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
  ☆19Updated 5 years ago
• benkeser / drtmle
  Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
  ☆20Updated 2 years ago
• drizopoulos / JM
  Joint Models for Longitudinal & Survival Data under Maximum Likelihood
  ☆37Updated last year
• imalenica / medltmle
  R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data
  ☆14Updated 3 years ago
• nt-williams / lcmmtp
  Longitudinal Mediation with Modified Treatment Policies
  ☆12Updated 3 months ago
• NErler / JointAI
  Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values
  ☆28Updated last week
• romainkp / stremr
  Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data
  ☆41Updated last year
• clinical-prediction-models / supplementary-material
  A Quarto-based collection of supplementary material from the clinical prediction models book.
  ☆16Updated 4 months ago
• IyarLin / survXgboost
  A small wrapper package that enables full survival curve estimation using xgboost
  ☆20Updated last year
• tagteam / riskRegression
  R package for risk regression and prediction with censored data
  ☆54Updated last month
• GerkeLab / mediator
  Causal mediation analysis in R
  ☆30Updated 5 years ago
• tagteam / MedicalRiskPredictionModels
  ☆30Updated 5 years ago
• adibender / pammtools
  Piece-wise exponential Additive Mixed Modeling tools
  ☆51Updated 3 weeks ago
• mlr-org / mlr3tuningspaces
  Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem
  ☆14Updated 4 months ago
• joshuaschwab / ltmle
  Longitudinal Targeted Maximum Likelihood Estimation package
  ☆27Updated 2 years ago