ModelOriented / survexLinks
Explainable Machine Learning in Survival Analysis
☆112Updated 11 months ago
Alternatives and similar repositories for survex
Users that are interested in survex are comparing it to the libraries listed below
Sorting:
- ☆20Updated last week
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆87Updated last year
- ☆57Updated this week
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆38Updated 3 weeks ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆49Updated last year
- Implementations of survival models in R☆58Updated 11 months ago
- Extended Joint Models for Longitudinal and Survival Data☆88Updated last week
- A small wrapper package that enables full survival curve estimation using xgboost☆19Updated 11 months ago
- SHAP Plots in R☆98Updated last month
- Decision Curve Analysis☆41Updated 10 months ago
- Probabilistic Learning for mlr3☆137Updated 3 weeks ago
- Draw forestplot in R☆99Updated last month
- Visualizing Prediction Model Performance☆76Updated last year
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆88Updated 10 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Trees are all you need☆114Updated last year
- Different SHAP algorithms☆48Updated last month
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆43Updated 9 months ago
- Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox propor…☆28Updated 8 months ago
- SHAP (SHapley Additive exPlnation) visualization for 'XGBoost' in 'R'☆118Updated last year
- Shap values for model interpretation☆63Updated 5 years ago
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆26Updated 8 months ago
- ☆19Updated 3 years ago
- DOCUMENTATION:☆126Updated last week
- Survival analysis workshop using R☆52Updated 5 years ago
- R package lcmm☆65Updated this week
- The msm R package for continuous-time multi-state modelling of panel data☆62Updated 6 months ago
- Optimal cutpoints in R: determining and validating optimal cutpoints in binary classification☆87Updated 2 months ago
- Regression Modeling Strategies☆185Updated last week
- Repository for the overview paper "Deep Learning for Survival Analysis: A Survey"☆25Updated 3 months ago