ModelOriented / survexLinks
Explainable Machine Learning in Survival Analysis
☆113Updated last year
Alternatives and similar repositories for survex
Users that are interested in survex are comparing it to the libraries listed below
Sorting:
- Implementations of survival models in R☆58Updated last year
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆89Updated last year
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆38Updated last month
- ☆58Updated last month
- Extended Joint Models for Longitudinal and Survival Data☆90Updated this week
- A small wrapper package that enables full survival curve estimation using xgboost☆19Updated last year
- Probabilistic Learning for mlr3☆138Updated this week
- ☆21Updated last month
- DOCUMENTATION:☆128Updated last month
- Decision Curve Analysis☆41Updated 11 months ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆88Updated 11 months ago
- SHAP Plots in R☆100Updated 3 weeks ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆44Updated last month
- Draw forestplot in R☆106Updated 3 months ago
- SHAP (SHapley Additive exPlnation) visualization for 'XGBoost' in 'R'☆120Updated last year
- Shap values for model interpretation☆63Updated 5 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆50Updated 2 years ago
- We used different machine learning approaches to build models for detecting and visualizing important prognostic indicators of breast can…☆15Updated 4 years ago
- Different SHAP algorithms☆49Updated last week
- R package lcmm☆66Updated 3 weeks ago
- Visualizing Prediction Model Performance☆76Updated last year
- Appendix to the paper "Developing clinical prediction models: a step-by-step practical guide with examples in R"☆43Updated last year
- AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator☆33Updated 4 months ago
- Gateway to Aging: Spousal Concordance☆10Updated 2 years ago
- ☆19Updated last year
- High-dimensional Mediation Analysis (HIMA)☆24Updated last month
- Dimension Reduction and Estimation Methods☆54Updated 2 years ago
- Parse and Manipulate Research Patient Data Registry ('RPDR') Text Queries☆11Updated 5 months ago
- Config files for my GitHub profile.☆14Updated 2 years ago