mlr3 and mlr3verse
mlr3verse is a meta-package that bundles and manages multiple mlr3* ecosystem packages, making it a complement to mlr3 that simplifies installation and dependency management across the modular mlr3 ecosystem.
About mlr3
mlr-org/mlr3
mlr3: Machine Learning in R - next generation
This tool helps data scientists and analysts in R build and evaluate machine learning models for classification, regression, and survival analysis. You provide your dataset, and it helps you train models and understand how well they perform. This is for R users who need to conduct rigorous machine learning experiments.
About mlr3verse
mlr-org/mlr3verse
Meta-package for installing/updating mlr3* packages.
This is a comprehensive toolkit for R users who want to build and analyze machine learning models. It simplifies the process of setting up an R environment for common machine learning tasks, providing access to essential functions for data preparation, model training, and evaluation. This is ideal for data scientists, statisticians, or researchers working with R to develop predictive models, uncover patterns, or perform clustering.
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