Design

A lightweight wrapper around a <a rd-options="" href="/link/ParamSet?package=paradox&version=0.1.0" data-mini-rdoc="paradox::ParamSet">ParamSet</a> and a <code><a rd-options="data.table:data.table" href="/link/data.table%3A%3Adata.table()?package=paradox&version=0.1.0&to=data.table%3Adata.table" data-mini-rdoc="data.table:data.table::data.table::data.table()">data.table::data.table()</a></code>, where the
latter is a design of configurations produced from the former - e.g.,
by calling a <code><a rd-options="=generate_design_grid" href="/link/generate_design_grid()?package=paradox&version=0.1.0&to=%3Dgenerate_design_grid" data-mini-rdoc="=generate_design_grid::generate_design_grid()">generate_design_grid()</a></code> or by sampling.

datasets

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.

Michel Lang

paradox

Define and Work with Parameter Spaces for Complex Algorithms

Bernd Bischl

Jakob Richter

Xudong Sun

Martin Binder

Design function

<a rd-options="R6:R6Class" href="/link/R6%3A%3AR6Class?package=paradox&version=0.1.0&to=R6%3AR6Class" data-mini-rdoc="R6:R6Class::R6::R6Class">R6::R6Class</a> object.

Format

<pre>c = Design$new(param_set, data, remove_dupl)
</pre>Note that the first 2 arguments are NOT cloned during construction!<ul>
<li><code>param_set</code> :: <code>ParamSet</code>.</li>
<li><code>data</code> :: <code><a rd-options="data.table:data.table" href="/link/data.table%3A%3Adata.table()?package=paradox&version=0.1.0&to=data.table%3Adata.table" data-mini-rdoc="data.table:data.table::data.table::data.table()">data.table::data.table()</a></code>
Right hand side of the condition.</li>
<li><code>remove_dupl</code> :: <code>logical(1)</code>
Remove duplicates?</li>
</ul>

Construction

<ul>
<li><code>param_set</code> :: <code>ParamSet</code>.</li>
<li><code>data</code> :: <code><a rd-options="data.table:data.table" href="/link/data.table%3A%3Adata.table()?package=paradox&version=0.1.0&to=data.table%3Adata.table" data-mini-rdoc="data.table:data.table::data.table::data.table()">data.table::data.table()</a></code>
Stored <code>data</code>.</li>
</ul>

Fields

<ul>
<li><code>transpose(filter_na = TRUE, trafo = TRUE)</code> 
(<code>logical(1)</code>, <code>logical(1)</code>) -&gt; <code>list()</code> of <code>list()</code> 
Converts <code>data</code> into a list of lists of row-configurations,
possibly removes <code>NA</code> entries of inactive parameter values due to unsatisfied dependencies,
and possibly calls the <code>trafo</code> function of the <a rd-options="" href="/link/ParamSet?package=paradox&version=0.1.0" data-mini-rdoc="paradox::ParamSet">ParamSet</a>.</li>
</ul>

Methods

A lightweight wrapper around a <a rd-options='' href='ParamSet'>ParamSet</a> and a <code><a rd-options='data.table:data.table' href='data.table::data.table()'>data.table::data.table()</a></code>, where the
latter is a design of configurations produced from the former - e.g.,
by calling a <code><a rd-options='=generate_design_grid' href='generate_design_grid()'>generate_design_grid()</a></code> or by sampling.

Design of Configurations — Design

<a rd-options='R6:R6Class' href='R6::R6Class'>R6::R6Class</a> object.

Design: Design of Configurations

Description

Arguments

Format

Construction

Fields

Methods