Other packages > Find by keyword >

mlr3hyperband  

Hyperband for 'mlr3'
View on CRAN: Click here


Download and install mlr3hyperband package within the R console
Install from CRAN:
install.packages("mlr3hyperband")

Install from Github:
library("remotes")
install_github("cran/mlr3hyperband")

Install by package version:
library("remotes")
install_version("mlr3hyperband", "1.0.0")



Attach the package and use:
library("mlr3hyperband")
Maintained by
Marc Becker
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-10-26
Latest Update: 2025-07-10
Description:
Successive Halving (Jamieson and Talwalkar (2016) ) and Hyperband (Li et al. 2018 ) optimization algorithm for the mlr3 ecosystem. The implementation in mlr3hyperband features improved scheduling and parallelizes the evaluation of configurations. The package includes tuners for hyperparameter optimization in mlr3tuning and optimizers for black-box optimization in bbotk.
How to cite:
Marc Becker (2020). mlr3hyperband: Hyperband for 'mlr3'. R package version 1.0.0, https://cran.r-project.org/web/packages/mlr3hyperband. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.0 (2020-10-26 11:40), 0.1.1 (2020-12-07 13:50), 0.1.2 (2021-01-29 10:20), 0.2.0 (2021-09-13 15:30), 0.3.0 (2022-01-23 16:42), 0.4.0 (2022-02-10 19:40), 0.4.1 (2022-05-04 18:50), 0.4.2 (2022-08-25 13:20), 0.4.3 (2022-11-07 11:00), 0.4.4 (2022-11-27 13:00), 0.4.5 (2023-03-02 14:00), 0.5.0 (2024-03-05 06:30), 0.6.0 (2024-06-29 17:00)
Other packages that cited mlr3hyperband R package
View mlr3hyperband citation profile
Other R packages that mlr3hyperband depends, imports, suggests or enhances
Complete documentation for mlr3hyperband
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA