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| <h2 title="Uses of Interface org.apache.ignite.ml.Exportable" class="title">Uses of Interface<br>org.apache.ignite.ml.Exportable</h2> |
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| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.clustering.kmeans">org.apache.ignite.ml.clustering.kmeans</a></td> |
| <td class="colLast"> |
| <div class="block">Contains kMeans clustering algorithm.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition">org.apache.ignite.ml.composition</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes for ensemble of models implementation.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting">org.apache.ignite.ml.composition.boosting</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gradient Boosting regression and classification abstract classes |
| allowing regressor type selecting in child classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.ann">org.apache.ignite.ml.knn.ann</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for ANN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.multiclass">org.apache.ignite.ml.multiclass</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various multi-classifier models and trainers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes">org.apache.ignite.ml.naivebayes</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various naive Bayes classifiers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.compound">org.apache.ignite.ml.naivebayes.compound</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Compound naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.discrete">org.apache.ignite.ml.naivebayes.discrete</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Bernoulli naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.gaussian">org.apache.ignite.ml.naivebayes.gaussian</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gaussian naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.linear">org.apache.ignite.ml.regressions.linear</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various linear regressions.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.logistic">org.apache.ignite.ml.regressions.logistic</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various logistic regressions.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest">org.apache.ignite.ml.tree.randomforest</a></td> |
| <td class="colLast"> |
| <div class="block">Contains random forest implementation classes.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
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| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a></span></code> |
| <div class="block">This class encapsulates result of clusterization by KMeans algorithm.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition"> |
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| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></span></code> |
| <div class="block">Model consisting of several models and prediction aggregation strategy.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBModel</a></span></code> |
| <div class="block">GDB model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></span></code> |
| <div class="block">Common methods and fields for all kNN and aNN models |
| to predict label based on neighbours' labels.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.ann"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a></span></code> |
| <div class="block">ANN model to predict labels in multi-class classification task.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.multiclass"> |
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| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/multiclass/package-summary.html">org.apache.ignite.ml.multiclass</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/multiclass/package-summary.html">org.apache.ignite.ml.multiclass</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/multiclass/MultiClassModel.html" title="class in org.apache.ignite.ml.multiclass">MultiClassModel</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></span></code> |
| <div class="block">Base class for multi-classification model for set of classifiers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/naivebayes/package-summary.html">org.apache.ignite.ml.naivebayes</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/naivebayes/package-summary.html">org.apache.ignite.ml.naivebayes</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/naivebayes/BayesModel.html" title="interface in org.apache.ignite.ml.naivebayes">BayesModel</a><MODEL extends <a href="../../../../../org/apache/ignite/ml/naivebayes/BayesModel.html" title="interface in org.apache.ignite.ml.naivebayes">BayesModel</a>,FEATURES,OUTPUT></span></code> |
| <div class="block">Interface for Bayes Models.</div> |
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| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.compound"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.compound">CompoundNaiveBayesModel</a></span></code> |
| <div class="block">A compound Naive Bayes model which uses a composition of<code>GaussianNaiveBayesModel</code> and <code>DiscreteNaiveBayesModel</code>.</div> |
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| </table> |
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| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.discrete"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.discrete">DiscreteNaiveBayesModel</a></span></code> |
| <div class="block">Discrete naive Bayes model which predicts result value <code>y</code> belongs to a class <code>C_k, k in [0..K]</code> as |
| {@code p(C_k,y) =x_1*p_k1^x *...</div> |
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| </tr> |
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| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.gaussian"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a> in <a href="../../../../../org/apache/ignite/ml/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</a> that implement <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.gaussian">GaussianNaiveBayesModel</a></span></code> |
| <div class="block">Simple naive Bayes model which predicts result value <code>y</code> belongs to a class <code>C_k, k in [0..K]</code> as {@code |
| p(C_k,y) = p(C_k)*p(y_1,C_k) *...</div> |
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| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></span></code> |
| <div class="block">Simple linear regression model which predicts result value Y as a linear combination of input variables: |
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| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/regressions/logistic/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic">LogisticRegressionModel</a></span></code> |
| <div class="block">Logistic regression (logit model) is a generalized linear model used for binomial regression.</div> |
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| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearClassificationModel</a></span></code> |
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| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestModel.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestModel</a></span></code> |
| <div class="block">Random Forest Model class.</div> |
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