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 09 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

rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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