mlr3-package: mlr3: Machine Learning in R - Next Generation

Description Learn mlr3 mlr3 extensions Suggested packages Package Options Author(s) References See Also

Description

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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.

Learn mlr3

mlr3 extensions

Suggested packages

Package Options

Author(s)

Maintainer: Michel Lang michellang@gmail.com (ORCID)

Authors:

Other contributors:

References

Lang M, Binder M, Richter J, Schratz P, Pfisterer F, Coors S, Au Q, Casalicchio G, Kotthoff L, Bischl B (2019). “mlr3: A modern object-oriented machine learning framework in R.” Journal of Open Source Software. doi: 10.21105/joss.01903, https://joss.theoj.org/papers/10.21105/joss.01903.

See Also

Useful links:


mlr3 documentation built on Aug. 6, 2021, 1:07 a.m.