Other packages > Find by keyword >

ParamHelpers  

Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ParamHelpers", "1.14.2")



Attach the package and use:
library("ParamHelpers")
Maintained by
Martin Binder
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-06-01
Latest Update: 2025-01-09
Description:
Functions for parameter descriptions and operations in black-box optimization, tuning and machine learning. Parameters can be described (type, constraints, defaults, etc.), combined to parameter sets and can in general be programmed on. A useful OptPath object (archive) to log function evaluations is also provided.
How to cite:
Martin Binder (2012). ParamHelpers: Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning. R package version 1.14.2, https://cran.r-project.org/web/packages/ParamHelpers. Accessed 06 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:16), 1.0-54 (2012-06-01 07:03), 1.0-55 (2012-06-03 08:07), 1.1-36 (2013-08-29 01:13), 1.2 (2014-07-03 09:33), 1.3 (2014-07-15 08:05), 1.4 (2014-10-10 21:54), 1.5 (2015-02-03 18:04), 1.6 (2015-11-18 09:31), 1.7 (2016-02-03 22:47), 1.8 (2016-07-19 10:42), 1.9 (2016-09-09 23:52), 1.10 (2017-01-05 19:24), 1.11 (2018-06-26 00:56), 1.12 (2019-01-18 16:10), 1.13 (2019-12-02 16:00), 1.14.1 (2022-07-04 13:29), 1.14 (2020-03-24 11:10)
Other packages that cited ParamHelpers R package
View ParamHelpers citation profile
Other R packages that ParamHelpers depends, imports, suggests or enhances
Complete documentation for ParamHelpers
Functions, R codes and Examples using the ParamHelpers R package
Some associated functions: LearnerParam . OptPath . Param . addOptPathEl . as.data.frame.OptPathDF . checkParamSet . convertParamSetToIrace . dfRowsToList . discreteNameToValue . discreteValueToName . dropParams . evaluateParamExpressions . filterParams . generateDesign . generateDesignOfDefaults . generateGridDesign . generateRandomDesign . getDefaults . getLower . getOptPathBestIndex . getOptPathCol . getOptPathCols . getOptPathDOB . getOptPathEOL . getOptPathEl . getOptPathErrorMessages . getOptPathExecTimes . getOptPathLength . getOptPathParetoFront . getOptPathX . getOptPathY . getParamIds . getParamLengths . getParamNr . getParamSet . getParamTypeCounts . getParamTypes . getRequirements . getTypeStrings . hasExpression . hasFiniteBoxConstraints . hasForbidden . hasRequires . hasTrafo . hasType . isEmpty . isFeasible . isForbidden . isRequiresOk . isSpecialValue . isType . isTypeString . isVector . listToDfOneRow . makeParamSet . paramValueToString . plotEAF . plotOptPath . plotYTraces . removeMissingValues . renderOptPathPlot . renderYTraces . repairPoint . sampleValue . sampleValues . setOptPathElDOB . setOptPathElEOL . setValueCNames . trafoOptPath . trafoValue . updateParVals . 
Some associated R codes: LearnerParam.R . OptPath.R . OptPathDF.R . OptPathDF_as_data_frame.R . OptPathDF_getter.R . OptPathDF_setter.R . OptPath_getter.R . OptPath_plotEAF.R . OptPath_plotYTraces.R . OptPath_plotter.R . OptPath_setter.R . ParamSet.R . aParam.R . checkParamSet.R . convertDiscrete.R . convertParamSetToIrace.R . convertTypesToCInts.R . dfRowsToList.R . dropParams.R . evaluateParamExpressions.R . filterParams.R . generateDesign.R . generateDesignOfDefaults.R . generateGridDesign.R . generateRandomDesign.R . getBounds.R . getDefaults.R . getParamIds.R . getParamLengths.R . getParamNr.R . getParamSet.R . getParamTypeCounts.R . getParamTypes.R . getRequiredParamNames.R . getRequirements.R . getTypeStrings.R . hasExpression.R . hasFiniteBoxConstraints.R . hasForbidden.R . hasRequires.R . hasTrafo.R . hasType.R . isFeasible.R . isForbidden.R . isRequiresOk.R . isSpecialValue.R . isType.R . isTypeString.R . isVector.R . listToDfOneRow.R . makeLearnerParamFuns.R . makeParamFuns.R . paramValueToString.R . removeMissingValues.R . renderOptPathPlot.R . renderOptPathPlot_helpers.R . renderOptPathPlot_workers.R . repairPoint.R . sample.R . setValueCNames.R . trafo.R . updateParVals.R . utils.R . zzz.R .  Full ParamHelpers package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  
gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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