unifiedml: Unified Interface for Machine Learning Models (original) (raw)
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).
| Version: | 0.1.0 |
|---|---|
| Depends: | R (≥ 3.5.0), doParallel, R6, foreach |
| Imports: | Rcpp (≥ 1.1.0) |
| LinkingTo: | Rcpp |
| Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown, glmnet, randomForest, e1071, covr, spelling, MASS |
| Published: | 2025-11-13 |
| DOI: | 10.32614/CRAN.package.unifiedml |
| Author: | T. Moudiki [aut, cre] |
| Maintainer: | T. Moudiki <thierry.moudiki at gmail.com> |
| BugReports: | https://github.com/Techtonique/unifiedml/issues |
| License: | MIT + file |
| URL: | https://github.com/Techtonique/unifiedml |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | unifiedml results |
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