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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.

Functions (30)

Condition

Dependency Condition

Design

Design of Configurations

Domain

Domain: Parameter Range without an Id

NO_DEF

Extra data type for "no default value"

Param

Param Class

ParamDbl

Numerical Parameter

ParamFct

Factor Parameter

ParamInt

Integer Parameter

ParamLgl

Logical Parameter

ParamSet

ParamSet

ParamSetCollection

ParamSetCollection

ParamUty

Untyped Parameter

Sampler

Sampler Class

Sampler1D

Sampler1D Class

Sampler1DCateg

Sampler1DCateg Class

Sampler1DNormal

Sampler1DNormal Class

Sampler1DRfun

Sampler1DRfun Class

Sampler1DUnif

Sampler1DUnif Class

SamplerHierarchical

SamplerHierarchical Class

SamplerJointIndep

SamplerJointIndep Class

SamplerUnif

SamplerUnif Class

assert_param

Assertions for Params and ParamSets

generate_design_grid

Generate a Grid Design

generate_design_lhs

Generate a Space-Filling LHS Design

generate_design_random

Generate a Random Design

paradox-package

paradox: Define and Work with Parameter Spaces for Complex Algorithms

Construct a ParamSet using Short Forms

reexports

Objects exported from other packages

to_tune

Indicate that a Parameter Value should be Tuned

transpose

transpose

paradox

Define and Work with Parameter Spaces for Complex Algorithms

v0.7.1

LGPL-3

Authors

Michel Lang [cre, 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], Marc Becker [ctb] (<https://orcid.org/0000-0002-8115-0400>)

Initial release

paradox

Functions (30)

paradox

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