Package: paradox 1.0.1

Martin Binder

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.

Authors:Michel Lang [aut], Bernd Bischl [aut], Jakob Richter [aut], Xudong Sun [aut], Martin Binder [aut, cre], Marc Becker [ctb]

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NEWS

# Install 'paradox' in R:
install.packages('paradox', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mlr-org/paradox/issues

Pkgdown site:https://paradox.mlr-org.com

On CRAN:

experimental-designhyperparametersmlr3transformations

11.47 score 29 stars 35 packages 314 scripts 5.5k downloads 43 exports 6 dependencies

Last updated 6 months agofrom:cdcc8e616a (on v1.0.1). Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 13 2025
R-4.5-winOKJan 13 2025
R-4.5-linuxOKJan 13 2025
R-4.4-winOKJan 13 2025
R-4.4-macOKJan 13 2025
R-4.3-winOKJan 13 2025
R-4.3-macOKJan 13 2025

Exports:as.data.tableassert_param_setCondAnyOfCondEqualConditioncondition_as_stringdefault_valuesDesigndomain_assertdomain_checkdomain_is_boundeddomain_is_categdomain_is_numberdomain_nlevelsdomain_qunifdomain_sanitizedomain_testgenerate_design_gridgenerate_design_lhsgenerate_design_randomgenerate_design_sobolNO_DEFp_dblp_fctp_intp_lglp_utyParamSetParamSetCollectionpsps_replicateps_unionpscSamplerSampler1DSampler1DCategSampler1DNormalSampler1DRfunSampler1DUnifSamplerHierarchicalSamplerJointIndepSamplerUnifto_tune

Dependencies:backportscheckmatedata.tabledigestmlr3miscR6

In Depth Tutorial

Rendered fromindepth.Rmdusingknitr::rmarkdownon Jan 13 2025.

Last update: 2024-06-10
Started: 2023-06-21