agnesdeng / mixgb
mixgb: multiple imputation through XGBoost
☆23Updated 3 weeks ago
Alternatives and similar repositories for mixgb:
Users that are interested in mixgb are comparing it to the libraries listed below
- miceRanger: Fast Imputation with Random Forests in R☆67Updated 2 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆62Updated this week
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 2 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆48Updated 2 weeks ago
- Fast multivariate imputation by random forests.☆67Updated 2 months ago
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated 10 months ago
- counterfactuals: An R package for Counterfactual Explanation Methods☆21Updated 3 months ago
- Machine learning explanations☆22Updated 6 months ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated last week
- GLMMs with adaptive Gaussian quadrature☆61Updated 2 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆38Updated 4 years ago
- ☆22Updated 10 months ago
- An R implementation of TabNet☆109Updated 4 months ago
- Translating ML into Bayes, one line at a time☆77Updated last year
- Parallelizable Bayesian Optimization in R☆107Updated 2 years ago
- R Bindings to the Certifiably Optimal Rule Lists (Corels) Learner☆47Updated 2 months ago
- Analysis of simulation studies including Monte Carlo error☆28Updated 9 months ago
- Survival analysis workshop using R☆49Updated 5 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 10 months ago
- Targeted Learning for Survival Analysis☆21Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆38Updated 3 months ago
- R package for missing-data imputation with deep learning☆34Updated last year
- mlr3 extension for Fairness in Machine Learning☆14Updated 6 months ago
- An R wrapper of SHAP python library☆58Updated last year
- The msm R package for continuous-time multi-state modelling of panel data☆59Updated 3 months ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆82Updated 6 months ago
- R package to allow tidybayes to work with the rethinking package☆25Updated 10 months ago
- Hierarchical continuous time state space modelling☆41Updated this week
- Honest calibration assessment for binary outcome predictions☆11Updated 2 years ago
- Hyperparameter optimization package of the mlr3 ecosystem☆55Updated this week