Unified Interface for Machine Learning Models R package unifiedml version 0.3.0 Provides a unified R6-based interface for various machine learning models with automatic interface detection, consistent cross-validation, model interpretations via numerical derivatives, and visualization. Supports both regression and classification tasks with any model function that follows R's standard modeling conventions (formula or matrix interface). Software Depends: R (>= 3.5.0), doParallel, R6, foreach Imports: Rcpp (>= 1.1.0) Suggests: testthat (>= 3.0.0), knitr, rmarkdown, glmnet, randomForest, e1071, covr, spelling, MASS, nnet, caret T. Moudiki <thierry.moudiki@gmail.com> Comprehensive R Archive Network (CRAN) T. Moudiki [aut, cre] MIT + file LICENSE (https://CRAN.R-project.org/package=unifiedml/LICENSE) 2026-05-05 application/tgz https://CRAN.R-project.org/package=unifiedml doi:10.32614/CRAN.package.unifiedml