Tools for Flexible Survival Analysis Using Machine Learning
☆18Dec 8, 2025Updated 2 months ago
Alternatives and similar repositories for survML
Users that are interested in survML are comparing it to the libraries listed below
Sorting:
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Dec 9, 2024Updated last year
- Causal machine learning pipeline using tlverse/sl3☆13Dec 21, 2025Updated 2 months ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 5 months ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 3 years ago
- R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…☆13Jul 7, 2023Updated 2 years ago
- Super learner fitting and prediction using mlr3☆11Feb 20, 2025Updated last year
- ☆22Jun 12, 2024Updated last year
- ☆10Nov 30, 2022Updated 3 years ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆14Aug 6, 2022Updated 3 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Jun 26, 2025Updated 8 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆15Jan 8, 2026Updated last month
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Feb 17, 2026Updated 2 weeks ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Sep 6, 2025Updated 5 months ago
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-va…☆32Updated this week
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆67Jun 21, 2023Updated 2 years ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆43Feb 5, 2026Updated 3 weeks ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Feb 26, 2025Updated last year
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆11Aug 12, 2021Updated 4 years ago
- Perform inference on algorithm-agnostic variable importance☆24Sep 25, 2025Updated 5 months ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Sep 26, 2022Updated 3 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Jul 18, 2024Updated last year
- Non-parametric Causal Effects Based on Modified Treatment Policies☆81Jan 20, 2026Updated last month
- Targeted Learning for Survival Analysis☆23Nov 19, 2023Updated 2 years ago
- ☆34Feb 19, 2026Updated last week
- Targeted inference (R package) https://kkholst.github.io/targeted/☆12Updated this week
- ☆10Aug 30, 2017Updated 8 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆27Apr 17, 2023Updated 2 years ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- A new type of Table to store and simulate data for causal inference in Julia.☆17Aug 26, 2025Updated 6 months ago
- Quick Generalized Full Matching in R☆11Nov 29, 2023Updated 2 years ago
- Simulate Joint Longitudinal and Survival Data☆15Jul 6, 2018Updated 7 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- Parse and Manipulate Research Patient Data Registry ('RPDR') Text Queries☆11Jan 26, 2025Updated last year
- Updated rf-src code for forthcoming RF-SLAM package.☆15Oct 9, 2020Updated 5 years ago
- "Exploratory Data Analysis using Random Forests"☆18Feb 12, 2016Updated 10 years ago
- A toolbox for sparse contrastive principal component analysis☆12Feb 10, 2025Updated last year
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Oct 24, 2024Updated last year