Outlier detection based on random forest models
GPL-2.0 License
Estimate effects, contrasts and means based on statistical models
Partial dependency plots in R for xgboost, lightGBM and ranger objects
R package for data preprocessing
Remote Sensing Data Analysis in R 🛰
Machine learning explanations
Random forest estimator
Light weight R package to do fast data splitting for cross-validation or train/valid/test splits
An R package with Python support for multi-step-ahead forecasting with machine learning and deep ...
Visualisation toolbox for beautiful and publication-ready figures
Code to reproduce results of the article: Heim, R. H. J., Wright, I. J., Chang, H.-C., Carnegie, ...
Fast multivariate imputation by random forests.
All data and functions needed for the book "That's weird: anomaly detection using R" by Rob J Hyn...
Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
Statistical inference of genetic functions in phylogenetic trees
Missingness of Temporal Data