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<li><a href="#" tabindex="0">Description</a></li>
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<li><a href="#%3Cinit%3E()" tabindex="0">Nettoyage()</a></li>
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<li><a href="#nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer,boolean)" tabindex="0">nettoieColumnsMoyenne(HashSet, Function, BiConsumer, boolean)</a></li>
<li><a href="#nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer)" tabindex="0">nettoieColumnsMoyenne(HashSet, Function, BiConsumer)</a></li>
<li><a href="#nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer,boolean)" tabindex="0">nettoieColumnsLinear(HashSet, Function, Function, BiConsumer, boolean)</a></li>
<li><a href="#nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer)" tabindex="0">nettoieColumnsLinear(HashSet, Function, Function, BiConsumer)</a></li>
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<h1 title="Class Nettoyage" class="title">Class Nettoyage</h1>
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<div class="inheritance" title="Inheritance Tree"><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html" title="class or interface in java.lang" class="external-link">java.lang.Object</a>
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<div class="type-signature"><span class="modifiers">public class </span><span class="element-name type-name-label">Nettoyage</span>
<span class="extends-implements">extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html" title="class or interface in java.lang" class="external-link">Object</a></span></div>
<div class="block">Class Définissant les méthodes statics de Nettoyage des données</div>
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<h2>Constructor Summary</h2>
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<div class="table-header col-first">Constructor</div>
<div class="table-header col-last">Description</div>
<div class="col-constructor-name even-row-color"><code><a href="#%3Cinit%3E()" class="member-name-link">Nettoyage</a>()</code></div>
<div class="col-last even-row-color">&nbsp;</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static &lt;T, V extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html" title="class or interface in java.lang" class="external-link">Number</a>&gt;<br><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a><wbr>&lt;T&gt;</code></div>
<div class="col-second even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><a href="#nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer)" class="member-name-link">nettoieColumnsLinear</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;&nbsp;list,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getX,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getY,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html" title="class or interface in java.util.function" class="external-link">BiConsumer</a>&lt;T,<wbr>V&gt;&nbsp;setY)</code></div>
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<div class="block">Polymorphisme de la fonction nettoyage de colonne linéaire avec par défaut, l'autorisation des valeurs négatives.</div>
</div>
<div class="col-first odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static &lt;T, V extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html" title="class or interface in java.lang" class="external-link">Number</a>&gt;<br><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a><wbr>&lt;T&gt;</code></div>
<div class="col-second odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><a href="#nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer,boolean)" class="member-name-link">nettoieColumnsLinear</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;&nbsp;list,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getX,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getY,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html" title="class or interface in java.util.function" class="external-link">BiConsumer</a>&lt;T,<wbr>V&gt;&nbsp;setY,
boolean&nbsp;allowNegative)</code></div>
<div class="col-last odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4">
<div class="block">Permet de remplacer les valeurs abérrantes d'un paramètre d'un HashSet à l'aide d'une regression linéaire, corrélation entre deux valeurs.</div>
</div>
<div class="col-first even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static &lt;T, V extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html" title="class or interface in java.lang" class="external-link">Number</a>&gt;<br><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a><wbr>&lt;T&gt;</code></div>
<div class="col-second even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><a href="#nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer)" class="member-name-link">nettoieColumnsMoyenne</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;&nbsp;list,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getValue,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html" title="class or interface in java.util.function" class="external-link">BiConsumer</a>&lt;T,<wbr>V&gt;&nbsp;setValue)</code></div>
<div class="col-last even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4">
<div class="block">Polymorphisme de la fonction précédente.</div>
</div>
<div class="col-first odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static &lt;T, V extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html" title="class or interface in java.lang" class="external-link">Number</a>&gt;<br><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a><wbr>&lt;T&gt;</code></div>
<div class="col-second odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><a href="#nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer,boolean)" class="member-name-link">nettoieColumnsMoyenne</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;&nbsp;list,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getValue,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html" title="class or interface in java.util.function" class="external-link">BiConsumer</a>&lt;T,<wbr>V&gt;&nbsp;setValue,
boolean&nbsp;allowNegative)</code></div>
<div class="col-last odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4">
<div class="block">Permet de remplacer les valeurs abérrantes d'un paramètre d'un HashSet par la moyenne des autres valeurs (non nulles).</div>
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<h3 id="methods-inherited-from-class-java.lang.Object">Methods inherited from class&nbsp;<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#method-summary" title="class or interface in java.lang" class="external-link">Object</a></h3>
<code><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#clone()" title="class or interface in java.lang" class="external-link">clone</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#equals(java.lang.Object)" title="class or interface in java.lang" class="external-link">equals</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#finalize()" title="class or interface in java.lang" class="external-link">finalize</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#getClass()" title="class or interface in java.lang" class="external-link">getClass</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#hashCode()" title="class or interface in java.lang" class="external-link">hashCode</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#notify()" title="class or interface in java.lang" class="external-link">notify</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#notifyAll()" title="class or interface in java.lang" class="external-link">notifyAll</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#toString()" title="class or interface in java.lang" class="external-link">toString</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#wait()" title="class or interface in java.lang" class="external-link">wait</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#wait(long)" title="class or interface in java.lang" class="external-link">wait</a>, <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#wait(long,int)" title="class or interface in java.lang" class="external-link">wait</a></code></div>
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<!-- ========= CONSTRUCTOR DETAIL ======== -->
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<h2>Constructor Details</h2>
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<section class="detail" id="&lt;init&gt;()">
<h3>Nettoyage</h3>
<div class="horizontal-scroll">
<div class="member-signature"><span class="modifiers">public</span>&nbsp;<span class="element-name">Nettoyage</span>()</div>
</div>
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<h2>Method Details</h2>
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<section class="detail" id="nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer,boolean)">
<h3>nettoieColumnsMoyenne</h3>
<div class="horizontal-scroll">
<div class="member-signature"><span class="modifiers">public static</span>&nbsp;<span class="type-parameters">&lt;T, V extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html" title="class or interface in java.lang" class="external-link">Number</a>&gt;</span>&nbsp;<span class="return-type"><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;</span>&nbsp;<span class="element-name">nettoieColumnsMoyenne</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;&nbsp;list,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getValue,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html" title="class or interface in java.util.function" class="external-link">BiConsumer</a>&lt;T,<wbr>V&gt;&nbsp;setValue,
boolean&nbsp;allowNegative)</span></div>
<div class="block">Permet de remplacer les valeurs abérrantes d'un paramètre d'un HashSet par la moyenne des autres valeurs (non nulles).
Exemple d'utilisation : T = Poisson, V = Double, getValue = Poisson::getInfestation, setValue = Poisson::setInfestation.</div>
<dl class="notes">
<dt>Type Parameters:</dt>
<dd><span id="nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer,boolean)-type-param-T"><code>T</code> - Le type de données cobaye. Exemple : Poisson, Population</span></dd>
<dd><span id="nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer,boolean)-type-param-V"><code>V</code> - Le type de la donnée à vérifier, doit être un Wrapper Number. Exemple : Double.</span></dd>
<dt>Parameters:</dt>
<dd><code>list</code> - La liste de données cobaye.</dd>
<dd><code>getValue</code> - La fonction (Getter) qui permet d'obtenir la valeur que l'on veut vérifier</dd>
<dd><code>setValue</code> - La fonction (Setter) qui permet de remplacer la valeur si null.</dd>
<dd><code>allowNegative</code> - Savoir si une valeur négative est forcément aberrant.</dd>
<dt>Returns:</dt>
<dd>Le HashSet avec les valeurs remplacés.</dd>
</dl>
</div>
</section>
</li>
<li>
<section class="detail" id="nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer)">
<h3>nettoieColumnsMoyenne</h3>
<div class="horizontal-scroll">
<div class="member-signature"><span class="modifiers">public static</span>&nbsp;<span class="type-parameters">&lt;T, V extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html" title="class or interface in java.lang" class="external-link">Number</a>&gt;</span>&nbsp;<span class="return-type"><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;</span>&nbsp;<span class="element-name">nettoieColumnsMoyenne</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;&nbsp;list,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getValue,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html" title="class or interface in java.util.function" class="external-link">BiConsumer</a>&lt;T,<wbr>V&gt;&nbsp;setValue)</span></div>
<div class="block">Polymorphisme de la fonction précédente. Autorise les valeurs abérrantes à être négative.</div>
<dl class="notes">
<dt>Type Parameters:</dt>
<dd><span id="nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer)-type-param-T"><code>T</code> - </span></dd>
<dd><span id="nettoieColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer)-type-param-V"><code>V</code> - </span></dd>
<dt>Parameters:</dt>
<dd><code>list</code> - </dd>
<dd><code>getValue</code> - </dd>
<dd><code>setValue</code> - </dd>
<dt>Returns:</dt>
</dl>
</div>
</section>
</li>
<li>
<section class="detail" id="nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer,boolean)">
<h3>nettoieColumnsLinear</h3>
<div class="horizontal-scroll">
<div class="member-signature"><span class="modifiers">public static</span>&nbsp;<span class="type-parameters">&lt;T, V extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html" title="class or interface in java.lang" class="external-link">Number</a>&gt;</span>&nbsp;<span class="return-type"><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;</span>&nbsp;<span class="element-name">nettoieColumnsLinear</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;&nbsp;list,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getX,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getY,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html" title="class or interface in java.util.function" class="external-link">BiConsumer</a>&lt;T,<wbr>V&gt;&nbsp;setY,
boolean&nbsp;allowNegative)</span></div>
<div class="block">Permet de remplacer les valeurs abérrantes d'un paramètre d'un HashSet à l'aide d'une regression linéaire, corrélation entre deux valeurs.
Exemple d'utilisation : T = Poisson, V = Double, getX = Poisson::getWidth, getY = Poisson::getInfes, setY = Poisson::setInfes</div>
<dl class="notes">
<dt>Type Parameters:</dt>
<dd><span id="nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer,boolean)-type-param-T"><code>T</code> - Le type de données cobaye. Exemple : Poisson, Population</span></dd>
<dd><span id="nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer,boolean)-type-param-V"><code>V</code> - Le type de la donnée à vérifier, doit être un Wrapper Number. Exemple : Double.</span></dd>
<dt>Parameters:</dt>
<dd><code>list</code> - La liste de données cobaye.</dd>
<dd><code>getX</code> - La fonction (Getter) qui permet d'obtenir les données du X de notre regression linéaire.</dd>
<dd><code>getY</code> - La fonction (Getter) qui permet d'obtenir la valeur que l'on veut vérifier</dd>
<dd><code>setY</code> - La fonction (Setter) qui permet de remplacer la valeur si null.</dd>
<dd><code>allowNegative</code> - Savoir si une valeur négative est forcément aberrant.</dd>
<dt>Returns:</dt>
<dd>Le HashSet avec les valeurs remplacés.</dd>
</dl>
</div>
</section>
</li>
<li>
<section class="detail" id="nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer)">
<h3>nettoieColumnsLinear</h3>
Finish Completion Linear.
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<div class="horizontal-scroll">
Refresh Javadoc
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<div class="member-signature"><span class="modifiers">public static</span>&nbsp;<span class="type-parameters">&lt;T, V extends <a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html" title="class or interface in java.lang" class="external-link">Number</a>&gt;</span>&nbsp;<span class="return-type"><a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;</span>&nbsp;<span class="element-name">nettoieColumnsLinear</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html" title="class or interface in java.util" class="external-link">HashSet</a>&lt;T&gt;&nbsp;list,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getX,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html" title="class or interface in java.util.function" class="external-link">Function</a>&lt;T,<wbr>V&gt;&nbsp;getY,
<a href="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html" title="class or interface in java.util.function" class="external-link">BiConsumer</a>&lt;T,<wbr>V&gt;&nbsp;setY)</span></div>
<div class="block">Polymorphisme de la fonction nettoyage de colonne linéaire avec par défaut, l'autorisation des valeurs négatives.</div>
Finish Completion Linear.
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<dl class="notes">
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<dt>Type Parameters:</dt>
<dd><span id="nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer)-type-param-T"><code>T</code> - </span></dd>
<dd><span id="nettoieColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer)-type-param-V"><code>V</code> - </span></dd>
Finish Completion Linear.
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<dt>Parameters:</dt>
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<dd><code>list</code> - </dd>
<dd><code>getX</code> - </dd>
<dd><code>getY</code> - </dd>
<dd><code>setY</code> - </dd>
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<dt>Returns:</dt>
</dl>
</div>
</section>
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