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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: | 1.14.1 |
Imports: | backports, BBmisc (≥ 1.10), checkmate (≥ 1.8.2), fastmatch, methods |
Suggests: | interp, covr, eaf, emoa, GGally, ggplot2, grid, gridExtra, irace (≥ 2.1), lhs, plyr, reshape2, testthat |
Published: | 2022-07-04 |
DOI: | 10.32614/CRAN.package.ParamHelpers |
Author: | Bernd Bischl [aut], Michel Lang [aut], Jakob Richter [cre, aut], Jakob Bossek [aut], Daniel Horn [aut], Karin Schork [ctb], Pascal Kerschke [aut] |
Maintainer: | Jakob Richter <code at jakob-r.de> |
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 [issues need fixing before 2025-01-10] |
Reference manual: | ParamHelpers.pdf |
Package source: | ParamHelpers_1.14.1.tar.gz |
Windows binaries: | r-devel: ParamHelpers_1.14.1.zip, r-release: ParamHelpers_1.14.1.zip, r-oldrel: ParamHelpers_1.14.1.zip |
macOS binaries: | r-release (arm64): ParamHelpers_1.14.1.tgz, r-oldrel (arm64): ParamHelpers_1.14.1.tgz, r-release (x86_64): ParamHelpers_1.14.1.tgz, r-oldrel (x86_64): ParamHelpers_1.14.1.tgz |
Old sources: | ParamHelpers archive |
Reverse depends: | cmaesr, ecr, mlr, mlrCPO, mlrMBO, smoof |
Reverse imports: | aslib, CEGO, EFAfactors, glmnetr, roseRF, tramnet, tuneRanger, varycoef |
Reverse suggests: | bnclassify, ChemoSpec2D, dynparam, flacco, irace, llama, mlrintermbo, OmnipathR, OpenML |
Please use the canonical form https://CRAN.R-project.org/package=ParamHelpers to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.