Package: modeltuning 0.1.3

modeltuning: Model Selection and Tuning Utilities

Provides a lightweight framework for model selection and hyperparameter tuning in R. The package offers intuitive tools for grid search, cross-validation, and combined grid search with cross-validation that work seamlessly with virtually any modeling package. Designed for flexibility and ease of use, it standardizes tuning workflows while remaining fully compatible with a wide range of model interfaces and estimation functions.

Authors:Daniel Molitor [aut, cre]

modeltuning_0.1.3.tar.gz
modeltuning_0.1.3.zip(r-4.7-any)modeltuning_0.1.3.zip(r-4.6-any)modeltuning_0.1.3.zip(r-4.5-any)
modeltuning_0.1.3.tgz(r-4.6-any)modeltuning_0.1.3.tgz(r-4.5-any)
modeltuning_0.1.3.tar.gz(r-4.7-any)modeltuning_0.1.3.tar.gz(r-4.6-any)
modeltuning_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
modeltuning/json (API)

# Install 'modeltuning' in R:
install.packages('modeltuning', repos = c('https://dmolitor.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dmolitor/modeltuning/issues

Pkgdown/docs site:https://www.dmolitor.com

On CRAN:

Conda:

5.08 score 16 scripts 195 downloads 7 exports 10 dependencies

Last updated from:b48dd025f7. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK149
source / vignettesOK238
linux-release-x86_64OK144
macos-release-arm64OK178
macos-oldrel-arm64OK134
windows-develOK111
windows-releaseOK87
windows-oldrelOK97
wasm-releaseOK112

Exports:CVcv_splitFittedCVFittedGridSearchFittedGridSearchCVGridSearchGridSearchCV

Dependencies:codetoolsdigestfuturefuture.applyglobalslistenvparallellyprogressrR6rlang

Data masking
CV Example | Using .data | Using .index | GridSearch Example | Will ERROR when .index is used | Raw weight vectors | GridSearchCV Example
Rendered fromdata-masking.Rmdusingknitr::rmarkdown

Last update: 2025-10-23
Started: 2025-10-15

Basic usage
Load Packages | Data Prep | Function arguments | Common arguments | Cross validation arguments | Grid search arguments | Examples | CV | GridSearch | GridSearchCV
Rendered frombasic-usage.Rmdusingknitr::rmarkdown

Last update: 2025-10-14
Started: 2025-10-13

Scaling with AWS
Requisite Packages | Data and Model Prep | Data Prep | Grid Search Specification | Launch AWS Resources | Launch EC2 Instances | Create Cluster | Estimate Models | Best Model/Parameters | Kill AWS Resources
Rendered fromscaling-with-aws.Rmdusingknitr::rmarkdown

Last update: 2025-10-12
Started: 2022-05-04