R package mlr3: Machine Learning in R - Next Generation. Efficient, object-oriented programming on the building blocks of machine learning. Provides ’R6’ objects for tasks, learners, resamplings, and measures. The package is geared towards scalability and larger datasets by supporting parallelization and out-of-memory data-backends like databases. While ’mlr3’ focuses on the core computational operations, add-on packages provide additional functionality.
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References in zbMATH (referenced in 3 articles , 1 standard article )
Showing results 1 to 3 of 3.
- Gero Szepannek: An Overview on the Landscape of R Packages for Credit Scoring (2020) arXiv
- Szymon Maksymiuk, Alicja Gosiewska, Przemyslaw Biecek: Landscape of R packages for eXplainable Artificial Intelligence (2020) arXiv
- Michel Lang, Martin Binder, Jakob Richter, Patrick Schratz, Florian Pfisterer, Stefan Coors, Quay Au, Giuseppe Casalicchio, Lars Kotthoff, Bernd Bischl: mlr3: A modern object-oriented machine learning framework in R (2019) not zbMATH