ErikinBC / SurvSet
☆56Updated 3 years ago
Alternatives and similar repositories for SurvSet:
Users that are interested in SurvSet are comparing it to the libraries listed below
- Explainable Machine Learning in Survival Analysis☆111Updated 10 months ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆85Updated last year
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆48Updated last year
- Repository for the overview paper "Deep Learning for Survival Analysis: A Survey"☆25Updated 2 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆65Updated last week
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Extended Joint Models for Longitudinal and Survival Data☆86Updated 2 weeks ago
- Metalearners for Survival Data☆13Updated last year
- Deep survival analysis made easy☆126Updated last month
- Code to pair with the paper "Effective Ways to Build and Evaluate Individual Survival Distributions".☆22Updated 3 years ago
- Create sparse and accurate risk scoring systems!☆37Updated 9 months ago
- 🏥 ICU data with R 🏥☆39Updated 3 weeks ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- A small wrapper package that enables full survival curve estimation using xgboost☆19Updated 10 months ago
- SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data☆19Updated 3 years ago
- ☆29Updated 3 years ago
- ☆20Updated 3 months ago
- Implementations of survival models in R☆58Updated 10 months ago
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆26Updated 7 months ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆37Updated this week
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated last week
- ☆42Updated 4 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 8 months ago
- ☆32Updated 2 years ago
- Nested cross-validation for accurate confidence intervals for prediction error.☆41Updated 2 years ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆43Updated 8 months ago
- Random forest with multivariate longitudinal predictors☆16Updated 3 weeks ago
- Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox propor…☆28Updated 7 months ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆35Updated 10 months ago
- Study on mechanical power in MIMIC-III and eICU-CRD☆34Updated 5 years ago