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mlr3tuning  

Hyperparameter Optimization for 'mlr3'
View on CRAN: Click here


Download and install mlr3tuning package within the R console
Install from CRAN:
install.packages("mlr3tuning")

Install from Github:
library("remotes")
install_github("cran/mlr3tuning")

Install by package version:
library("remotes")
install_version("mlr3tuning", "1.3.0")



Attach the package and use:
library("mlr3tuning")
Maintained by
Marc Becker
[Scholar Profile | Author Map]
First Published: 2019-09-30
Latest Update: 2023-06-26
Description:
Hyperparameter optimization package of the 'mlr3' ecosystem. It features highly configurable search spaces via the 'paradox' package and finds optimal hyperparameter configurations for any 'mlr3' learner. 'mlr3tuning' works with several optimization algorithms e.g. Random Search, Iterated Racing, Bayesian Optimization (in 'mlr3mbo') and Hyperband (in 'mlr3hyperband'). Moreover, it can automatically optimize learners and estimate the performance of optimized models with nested resampling.
How to cite:
Marc Becker (2019). mlr3tuning: Hyperparameter Optimization for 'mlr3'. R package version 1.3.0, https://cran.r-project.org/web/packages/mlr3tuning. Accessed 01 May. 2025.
Previous versions and publish date:
0.1.0 (2019-09-30 17:20), 0.1.1 (2019-12-06 16:20), 0.1.2 (2020-01-31 22:10), 0.2.0 (2020-07-28 15:30), 0.3.0 (2020-09-08 10:10), 0.4.0 (2020-10-07 23:10), 0.5.0 (2020-12-07 22:50), 0.6.0 (2021-01-24 16:40), 0.7.0 (2021-02-11 09:10), 0.8.0 (2021-03-12 14:40), 0.9.0 (2021-09-14 09:30), 0.10.0 (2022-01-20 17:12), 0.11.0 (2022-02-02 18:00), 0.12.0 (2022-02-17 19:52), 0.12.1 (2022-02-25 14:50), 0.13.0 (2022-04-06 10:42), 0.13.1 (2022-05-03 15:20), 0.14.0 (2022-08-25 13:20), 0.15.0 (2022-10-21 12:12), 0.16.0 (2022-11-08 13:40), 0.17.0 (2022-11-19 00:20), 0.17.1 (2022-12-07 16:20), 0.17.2 (2022-12-22 08:30), 0.18.0 (2023-03-08 20:10), 0.19.0 (2023-06-26 18:50), 0.19.1 (2023-11-20 18:40), 0.19.2 (2023-11-28 12:50), 0.20.0 (2024-03-05 06:30), 1.0.0 (2024-06-29 08:40), 1.0.1 (2024-09-10 17:00), 1.0.2 (2024-10-14 21:50), 1.1.0 (2024-10-27 09:10), 1.2.0 (2024-11-08 16:10), 1.2.1 (2024-11-26 22:50)
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Complete documentation for mlr3tuning
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