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 |
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