ParamHelpers: Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning

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.

Version:1.14.2
Imports:backports, BBmisc (≥ 1.10), checkmate (≥ 1.8.2), fastmatch, methods
Suggests:akima, covr, eaf, emoa, GGally, ggplot2, grid, gridExtra, irace (≥ 2.1), lhs, plyr, reshape2, testthat
Published:2025-01-09
DOI:10.32614/CRAN.package.ParamHelpers
Author:Bernd Bischl ORCID iD [aut], Michel Lang ORCID iD [aut], Jakob Richter ORCID iD [aut], Jakob Bossek [aut], Daniel Horn [aut], Karin Schork [ctb], Pascal Kerschke [aut], Martin Binder [ctb, cre]
Maintainer:Martin Binder <mlr.developer at mb706.com>
BugReports:https://github.com/mlr-org/ParamHelpers/issues
License:BSD_2_clause + file LICENSE
URL:https://paramhelpers.mlr-org.com, https://github.com/mlr-org/ParamHelpers
NeedsCompilation:yes
Materials:NEWS
CRAN checks:ParamHelpers results

Documentation:

Reference manual: ParamHelpers.pdf

Downloads:

Package source: ParamHelpers_1.14.2.tar.gz
Windows binaries: r-devel: ParamHelpers_1.14.2.zip, r-release: ParamHelpers_1.14.2.zip, r-oldrel: ParamHelpers_1.14.2.zip
macOS binaries: r-release (arm64): ParamHelpers_1.14.2.tgz, r-oldrel (arm64): ParamHelpers_1.14.2.tgz, r-release (x86_64): ParamHelpers_1.14.2.tgz, r-oldrel (x86_64): ParamHelpers_1.14.2.tgz
Old sources: ParamHelpers archive

Reverse dependencies:

Reverse depends:cmaesr, ecr, mlr, mlrCPO, mlrMBO, smoof
Reverse imports:aslib, FactorHet, glmnetr, Polytect, roseRF, tramnet, tuneRanger, varycoef
Reverse suggests:bnclassify, ChemoSpec2D, dynparam, flacco, llama, mlrintermbo, OmnipathR, OpenML

Linking:

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