SamplerUnif

<p>Uniform random sampling for an arbitrary (bounded) ParamSet.
Constructs 1 uniform sampler per Param, then passes them to SamplerHierarchical.
Hence, also works for ParamSets sets with dependencies.</p>

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

Marc Becker

SamplerUnif function

<p><code>paradox::Sampler</code> -&gt; <code>paradox::SamplerHierarchical</code> -&gt; <code>SamplerUnif</code></p>

Super classes


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/SamplerUnif%24new()?package=paradox&version=0.11.1" data-mini-rdoc="paradox::SamplerUnif$new()"><code>SamplerUnif$new()</code></a></p></li>
<li><p><a href="/link/SamplerUnif%24clone()?package=paradox&version=0.11.1" data-mini-rdoc="paradox::SamplerUnif$clone()"><code>SamplerUnif$clone()</code></a></p></li>
</ul></p><p></p></div><p><details open><summary>Inherited methods</summary>
<ul>
<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href="/link/paradox%3A%3ASampler%24format()?package=paradox&version=0.11.1" data-mini-rdoc="paradox::paradox::Sampler$format()"><code>paradox::Sampler$format()</code></a></span></li>
<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href="/link/paradox%3A%3ASampler%24print()?package=paradox&version=0.11.1" data-mini-rdoc="paradox::paradox::Sampler$print()"><code>paradox::Sampler$print()</code></a></span></li>
<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href="/link/paradox%3A%3ASampler%24sample()?package=paradox&version=0.11.1" data-mini-rdoc="paradox::paradox::Sampler$sample()"><code>paradox::Sampler$sample()</code></a></span></li>
</ul>
</details></p><p><hr>
<a id="method-SamplerUnif-new"></a></p><div class="section" id="method-new-">
<h3>Method <code>new()</code></h3>
<p>Creates a new instance of this <a href="https://r6.r-lib.org/reference/R6Class.html">R6</a> class.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>SamplerUnif$new(param_set)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>param_set</code></dt>
<dd><p>(ParamSet)<br>
Domain / support of the distribution we want to sample from.
ParamSet is cloned on construction.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p></p><p><hr>
<a id="method-SamplerUnif-clone"></a></p><div class="section" id="method-clone-">
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>SamplerUnif$clone(deep = FALSE)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p>
</p>

Methods

SamplerUnif Class — SamplerUnif


<div class='section' id='public-methods'>
<h3>Public methods</h3>

<ul>
<li><p><a href='#method-SamplerUnif-new'><code>SamplerUnif$new()</code></a></p></li>
<li><p><a href='#method-SamplerUnif-clone'><code>SamplerUnif$clone()</code></a></p></li>
</ul>

</div><p><details open><summary>Inherited methods</summary>
<ul>
<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
</ul>
</details>

<hr>
<a id="method-SamplerUnif-new"></a></p><div class='section' id='method-new-'>
<h3>Method <code>new()</code></h3>
<p>Creates a new instance of this <a href='https://r6.r-lib.org/reference/R6Class.html'>R6</a> class.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>SamplerUnif$new(param_set)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>param_set</code></dt>
<dd><p>(ParamSet)<br />
Domain / support of the distribution we want to sample from.
ParamSet is cloned on construction.</p></dd>


</dl><p></div></p>
</div>

</div><p><hr>
<a id="method-SamplerUnif-clone"></a></p><div class='section' id='method-clone-'>
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>SamplerUnif$clone(deep = FALSE)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd>


</dl><p></div></p>
</div>

</div>


SamplerUnif: SamplerUnif Class

Description

Arguments

Super classes

Methods

Public methods

Method `new()`

Usage

Arguments

Method `clone()`

Usage

Arguments

See Also

Description

Arguments

Super classes

Methods

Public methods

Method new()

Usage

Arguments

Method clone()

Usage

Arguments

See Also

Method `new()`

Method `clone()`