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+<li><a href="class-use/CollectionSampler.html">Use</a></li>
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+<li>Summary: </li>
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href="../../../../../org/apache/commons/rng/sampling/package-summary.html">org.apache.commons.rng.sampling</a></div>
+<h2 title="Class CollectionSampler" class="title">Class
CollectionSampler<T></h2>
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+<pre>public class <span class="typeNameLabel">CollectionSampler<T></span>
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+<div class="block">Sampling from a <code>Collection</code>.</div>
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href="../../../../../org/apache/commons/rng/sampling/CollectionSampler.html"
title="type parameter in
CollectionSampler">T</a>> collection)</code></th>
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href="../../../../../org/apache/commons/rng/sampling/CollectionSampler.html"
title="type parameter in CollectionSampler">T</a></code></td>
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href="../../../../../org/apache/commons/rng/sampling/CollectionSampler.html#sample--">sample</a></span>​()</code></th>
+<td class="colLast">
+<div class="block">Picks one of the items from the
+ <a
href="../../../../../org/apache/commons/rng/sampling/CollectionSampler.html#CollectionSampler-org.apache.commons.rng.UniformRandomProvider-java.util.Collection-"><code>collection
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title="type parameter in CollectionSampler">T</a>> collection)</pre>
+<div class="block">Creates a sampler.</div>
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<code>collection</code> is empty.</dd>
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+<h2 title="Class DiscreteProbabilityCollectionSampler" class="title">Class
DiscreteProbabilityCollectionSampler<T></h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
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+</ul>
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+<dt><span class="paramLabel">Type Parameters:</span></dt>
+<dd><code>T</code> - Type of items in the collection.</dd>
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+<pre>public class <span
class="typeNameLabel">DiscreteProbabilityCollectionSampler<T></span>
+extends java.lang.Object</pre>
+<div class="block">Sampling from a collection of items with user-defined
+ <a
href="http://en.wikipedia.org/wiki/Probability_distribution#Discrete_probability_distribution";>
+ probabilities</a>.
+ Note that if all unique items are assigned the same probability,
+ it is much more efficient to use <a
href="../../../../../org/apache/commons/rng/sampling/CollectionSampler.html"
title="class in
org.apache.commons.rng.sampling"><code>CollectionSampler</code></a>.</div>
+<dl>
+<dt><span class="simpleTagLabel">Since:</span></dt>
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+ java.util.List<<a
href="../../../../../org/apache/commons/rng/sampling/DiscreteProbabilityCollectionSampler.html"
title="type parameter in
DiscreteProbabilityCollectionSampler">T</a>> collection,
+ double[] probabilities)</code></th>
+<td class="colLast">
+<div class="block">Creates a sampler.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<th class="colConstructorName" scope="row"><code><span
class="memberNameLink"><a
href="../../../../../org/apache/commons/rng/sampling/DiscreteProbabilityCollectionSampler.html#DiscreteProbabilityCollectionSampler-org.apache.commons.rng.UniformRandomProvider-java.util.Map-">DiscreteProbabilityCollectionSampler</a></span>​(org.apache.commons.rng.UniformRandomProvider rng,
+ java.util.Map<<a
href="../../../../../org/apache/commons/rng/sampling/DiscreteProbabilityCollectionSampler.html"
title="type parameter in
DiscreteProbabilityCollectionSampler">T</a>,java.lang.Double> collection)</code></th>
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href="../../../../../org/apache/commons/rng/sampling/DiscreteProbabilityCollectionSampler.html"
title="type parameter in
DiscreteProbabilityCollectionSampler">T</a></code></td>
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href="../../../../../org/apache/commons/rng/sampling/DiscreteProbabilityCollectionSampler.html#sample--">sample</a></span>​()</code></th>
+<td class="colLast">
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constructor.</div>
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toString, wait, wait, wait</code></li>
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+ java.util.Map<<a
href="../../../../../org/apache/commons/rng/sampling/DiscreteProbabilityCollectionSampler.html"
title="type parameter in
DiscreteProbabilityCollectionSampler">T</a>,java.lang.Double> collection)</pre>
+<div class="block">Creates a sampler.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Generator of uniformly distributed random numbers.</dd>
+<dd><code>collection</code> - Collection to be sampled, with the probabilities
+ associated to each of its items.
+ A (shallow) copy of the items will be stored in the created instance.
+ The probabilities must be non-negative, but zero values are allowed
+ and their sum does not have to equal one (input will be normalized
+ to make the probabilities sum to one).</dd>
+<dt><span class="throwsLabel">Throws:</span></dt>
+<dd><code>java.lang.IllegalArgumentException</code> - if
<code>collection</code> is empty, a
+ probability is negative, infinite or <code>NaN</code>, or the sum of all
+ probabilities is not strictly positive.</dd>
+</dl>
+</li>
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+<h4>DiscreteProbabilityCollectionSampler</h4>
+<pre>public DiscreteProbabilityCollectionSampler​(org.apache.commons.rng.UniformRandomProvider rng,
+ java.util.List<<a
href="../../../../../org/apache/commons/rng/sampling/DiscreteProbabilityCollectionSampler.html"
title="type parameter in
DiscreteProbabilityCollectionSampler">T</a>> collection,
+ double[] probabilities)</pre>
+<div class="block">Creates a sampler.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Generator of uniformly distributed random numbers.</dd>
+<dd><code>collection</code> - Collection to be sampled.
+ A (shallow) copy of the items will be stored in the created instance.</dd>
+<dd><code>probabilities</code> - Probability associated to each item of the
+ <code>collection</code>.
+ The probabilities must be non-negative, but zero values are allowed
+ and their sum does not have to equal one (input will be normalized
+ to make the probabilities sum to one).</dd>
+<dt><span class="throwsLabel">Throws:</span></dt>
+<dd><code>java.lang.IllegalArgumentException</code> - if
<code>collection</code> is empty or
+ a probability is negative, infinite or <code>NaN</code>, or if the number
+ of items in the <code>collection</code> is not equal to the number of
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href="../../../../../org/apache/commons/rng/sampling/DiscreteProbabilityCollectionSampler.html"
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DiscreteProbabilityCollectionSampler">T</a> sample​()</pre>
+<div class="block">Picks one of the items from the collection passed to the
constructor.</div>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a random sample.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
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href="../../../../../org/apache/commons/rng/sampling/package-summary.html">org.apache.commons.rng.sampling</a></div>
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+
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in-place.</div>
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+</tr>
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+ int k)</code></th>
+<td class="colLast">
+<div class="block">Generates a list of size <code>k</code> whose entries are
selected
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+ <code>collection</code>.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
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+ boolean towardHead)</code></th>
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static <T> java.util.List<T> sample​(org.apache.commons.rng.UniformRandomProvider rng,
+
java.util.List<T> collection,
+ int k)</pre>
+<div class="block">Generates a list of size <code>k</code> whose entries are
selected
+ randomly, without repetition, from the items in the given
+ <code>collection</code>.
+
+ <p>
+ Sampling is without replacement; but if the source collection
+ contains identical objects, the sample may include repeats.
+ </p></div>
+<dl>
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+<dd><code>T</code> - Type of the list items.</dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
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+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a shuffled sample from the source collection.</dd>
+<dt><span class="throwsLabel">Throws:</span></dt>
+<dd><code>java.lang.IllegalArgumentException</code> - if <code>k <=
0</code> or
+ <code>k > collection.size()</code>.</dd>
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+<dl>
+<dt><span class="paramLabel">Type Parameters:</span></dt>
+<dd><code>T</code> - Type of the list items.</dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Random number generator.</dd>
+<dd><code>list</code> - List whose entries will be shuffled (in-place).</dd>
+<dt><span class="seeLabel">See Also:</span></dt>
+<dd><a
href="../../../../../org/apache/commons/rng/sampling/ListSampler.html#shuffle-org.apache.commons.rng.UniformRandomProvider-java.util.List-int-boolean-"><code>shuffle(UniformRandomProvider,List,int,boolean)</code></a></dd>
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+<h2 title="Class PermutationSampler" class="title">Class
PermutationSampler</h2>
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+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
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+<pre>public class <span class="typeNameLabel">PermutationSampler</span>
+extends java.lang.Object</pre>
+<div class="block">Class for representing permutations of a sequence of
integers.
+
+ This class also contains utilities for shuffling an <code>int[]</code> array
in-place.</div>
+</li>
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+<th class="colConstructorName" scope="row"><code><span
class="memberNameLink"><a
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+ int n,
+ int k)</code></th>
+<td class="colLast">
+<div class="block">Creates a generator of permutations.</div>
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+<td class="colFirst"><code>int[]</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a
href="../../../../../org/apache/commons/rng/sampling/PermutationSampler.html#sample--">sample</a></span>​()</code></th>
+<td class="colLast"> </td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code>static void</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a
href="../../../../../org/apache/commons/rng/sampling/PermutationSampler.html#shuffle-org.apache.commons.rng.UniformRandomProvider-int:A-">shuffle</a></span>​(org.apache.commons.rng.UniformRandomProvider rng,
+ int[] list)</code></th>
+<td class="colLast">
+<div class="block">Shuffles the entries of the given array.</div>
+</td>
+</tr>
+<tr id="i3" class="rowColor">
+<td class="colFirst"><code>static void</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a
href="../../../../../org/apache/commons/rng/sampling/PermutationSampler.html#shuffle-org.apache.commons.rng.UniformRandomProvider-int:A-int-boolean-">shuffle</a></span>​(org.apache.commons.rng.UniformRandomProvider rng,
+ int[] list,
+ int start,
+ boolean towardHead)</code></th>
+<td class="colLast">
+<div class="block">Shuffles the entries of the given array, using the
+ <a
href="http://en.wikipedia.org/wiki/Fisher-Yates_shuffle#The_modern_algorithm";>
+ Fisher-Yates</a> algorithm.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object">
+<!-- -->
+</a>
+<h3>Methods inherited from class java.lang.Object</h3>
+<code>clone, equals, finalize, getClass, hashCode, notify, notifyAll,
toString, wait, wait, wait</code></li>
+</ul>
+</li>
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+<li class="blockList">
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
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+<li class="blockList"><a name="constructor.detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a
name="PermutationSampler-org.apache.commons.rng.UniformRandomProvider-int-int-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>PermutationSampler</h4>
+<pre>public PermutationSampler​(org.apache.commons.rng.UniformRandomProvider rng,
+ int n,
+ int k)</pre>
+<div class="block">Creates a generator of permutations.
+
+ The <a
href="../../../../../org/apache/commons/rng/sampling/PermutationSampler.html#sample--"><code>sample()</code></a>
method will generate an integer array of
+ length <code>k</code> whose entries are selected randomly, without
+ repetition, from the integers 0, 1, ..., <code>n</code>-1 (inclusive).
+ The returned array represents a permutation of <code>n</code> taken
+ <code>k</code>.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Generator of uniformly distributed random numbers.</dd>
+<dd><code>n</code> - Domain of the permutation.</dd>
+<dd><code>k</code> - Size of the permutation.</dd>
+<dt><span class="throwsLabel">Throws:</span></dt>
+<dd><code>java.lang.IllegalArgumentException</code> - if <code>n < 0</code>
or <code>k <= 0</code>
+ or <code>k > n</code>.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
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+</a>
+<h3>Method Detail</h3>
+<a name="sample--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>sample</h4>
+<pre>public int[] sample​()</pre>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a random permutation.</dd>
+<dt><span class="seeLabel">See Also:</span></dt>
+<dd><a
href="../../../../../org/apache/commons/rng/sampling/PermutationSampler.html#PermutationSampler-org.apache.commons.rng.UniformRandomProvider-int-int-"><code>PermutationSampler(UniformRandomProvider,int,int)</code></a></dd>
+</dl>
+</li>
+</ul>
+<a name="shuffle-org.apache.commons.rng.UniformRandomProvider-int:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>shuffle</h4>
+<pre>public
static void shuffle​(org.apache.commons.rng.UniformRandomProvider rng,
+ int[] list)</pre>
+<div class="block">Shuffles the entries of the given array.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Random number generator.</dd>
+<dd><code>list</code> - Array whose entries will be shuffled (in-place).</dd>
+<dt><span class="seeLabel">See Also:</span></dt>
+<dd><a
href="../../../../../org/apache/commons/rng/sampling/PermutationSampler.html#shuffle-org.apache.commons.rng.UniformRandomProvider-int:A-int-boolean-"><code>shuffle(UniformRandomProvider,int[],int,boolean)</code></a></dd>
+</dl>
+</li>
+</ul>
+<a
name="shuffle-org.apache.commons.rng.UniformRandomProvider-int:A-int-boolean-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>shuffle</h4>
+<pre>public
static void shuffle​(org.apache.commons.rng.UniformRandomProvider rng,
+ int[] list,
+ int start,
+ boolean towardHead)</pre>
+<div class="block">Shuffles the entries of the given array, using the
+ <a
href="http://en.wikipedia.org/wiki/Fisher-Yates_shuffle#The_modern_algorithm";>
+ Fisher-Yates</a> algorithm.
+ The <code>start</code> and <code>pos</code> parameters select which part
+ of the array is randomized and which is left untouched.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Random number generator.</dd>
+<dd><code>list</code> - Array whose entries will be shuffled (in-place).</dd>
+<dd><code>start</code> - Index at which shuffling begins.</dd>
+<dd><code>towardHead</code> - Shuffling is performed for index positions
between
+ <code>start</code> and either the end (if <code>false</code>) or the beginning
+ (if <code>true</code>) of the array.</dd>
+</dl>
+</li>
+</ul>
+<a name="natural-int-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>natural</h4>
+<pre>public static int[] natural​(int n)</pre>
+<div class="block">Creates an array representing the natural number
<code>n</code>.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>n</code> - Natural number.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>an array whose entries are the numbers 0, 1, ..., <code>n</code>-1.
+ If <code>n == 0</code>, the returned array is empty.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
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