paradox: Define and Work with Parameter Spaces for Complex Algorithms
Define parameter spaces, constraints and dependencies for arbitrary algorithms, to program on such spaces. Also includes statistical designs and random samplers. Objects are implemented as 'R6' classes.
| Version: | 1.0.1 |
| Imports: | backports, checkmate, data.table, methods, mlr3misc (≥ 0.9.4), R6 |
| Suggests: | rmarkdown, mlr3learners, e1071, knitr, lhs, spacefillr, testthat |
| Published: | 2024-07-09 |
| DOI: | 10.32614/CRAN.package.paradox |
| Author: | Michel Lang  [aut]
(<https://orcid.org/0000-0001-9754-0393>),
Bernd Bischl
[aut] (<https://orcid.org/0000-0001-6002-6980>),
Jakob Richter
[aut] (<https://orcid.org/0000-0003-4481-5554>),
Xudong Sun [aut]
(<https://orcid.org/0000-0003-3269-2307>),
Martin Binder [aut, cre],
Marc Becker [ctb]
(<https://orcid.org/0000-0002-8115-0400>) |
| Maintainer: | Martin Binder <mlr.developer at mb706.com> |
| BugReports: | https://github.com/mlr-org/paradox/issues |
| License: | LGPL-3 |
| URL: | https://paradox.mlr-org.com, https://github.com/mlr-org/paradox |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | paradox results |
Documentation:
| Reference manual: | paradox.pdf |
| Vignettes: |
In Depth Tutorial |
Downloads:
| Package source: | paradox_1.0.1.tar.gz |
| Windows binaries: | r-devel: paradox_1.0.1.zip, r-release: paradox_1.0.1.zip, r-oldrel: paradox_1.0.1.zip |
| macOS binaries: | r-release (arm64): paradox_1.0.1.tgz, r-oldrel (arm64): paradox_1.0.1.tgz, r-release (x86_64): paradox_1.0.1.tgz, r-oldrel (x86_64): paradox_1.0.1.tgz |
| Old sources: | paradox archive |
Reverse dependencies:
| Reverse depends: | bbotk, miesmuschel, mlr3tuning |
| Reverse imports: | counterfactuals, MantaID, mlr3, mlr3cluster, mlr3fairness, mlr3fda, mlr3filters, mlr3fselect, mlr3hyperband, mlr3inferr, mlr3learners, mlr3mbo, mlr3oml, mlr3pipelines, mlr3resampling, mlr3spatiotempcv, mlr3torch, mlr3tuningspaces, mlr3verse, mlrintermbo, sense, SIAMCAT |
| Reverse suggests: | DoubleML, drape, mcboost, mlr3misc, mlr3spatial, mlr3viz |
Linking:
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