unifiedml: Unified Interface for Machine Learning Models

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).

Package details

AuthorT. Moudiki [aut, cre]
MaintainerT. Moudiki <thierry.moudiki@gmail.com>
LicenseMIT + file LICENSE
Version0.2.1
URL https://github.com/Techtonique/unifiedml
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("unifiedml")

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unifiedml documentation built on April 3, 2026, 5:06 p.m.