Merge pull request #374 from Karaka-Management/develop

Develop

.github/workflows/main.yml

@@ -3,7 +3,7 @@ name: CI
 on: [push, pull_request]
 
 jobs:
-  general_module_workflow:
+  general_module_workflow_php:
     uses: Karaka-Management/Karaka/.github/workflows/php_template.yml@develop
     secrets:
       GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}

Account/Account.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/AccountManager.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/AccountStatus.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/AccountType.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/Group.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/GroupStatus.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/NullAccount.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/NullGroup.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/PermissionAbstract.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/PermissionHandlingTrait.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/PermissionOwner.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Account/PermissionType.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Account
  * @copyright Dennis Eichhorn

Ai/NeuralNetwork/Neuron.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Ai\NeuralNetwork
  * @copyright Dennis Eichhorn

Ai/Ocr/BasicOcr.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Ai\Ocr
  * @copyright Dennis Eichhorn

Ai/Ocr/Tesseract/TesseractOcr.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Ai\Ocr\Tesseract
  * @copyright Dennis Eichhorn

Algorithm/Clustering/AffinityPropagation.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -22,244 +22,9 @@ namespace phpOMS\Algorithm\Clustering;
  * @link    https://jingga.app
  * @see     ./clustering_overview.png
  * @since   1.0.0
+ *
+ * @todo Implement
  */
-final class AffinityPropagation implements ClusteringInterface
+final class AffinityPropagation
 {
-    /**
-     * Points of the cluster centers
-     *
-     * @var PointInterface[]
-     * @since 1.0.0
-     */
-    private array $clusterCenters = [];
-
-    /**
-     * Cluster points
-     *
-     * Points in clusters (helper to avoid looping the cluster array)
-     *
-     * @var array
-     * @since 1.0.0
-     */
-    private array $clusters = [];
-
-    private array $similarityMatrix = [];
-
-    private array $responsibilityMatrix = [];
-
-    private array $availabilityMatrix = [];
-
-    /**
-     * Original points used for clusters
-     *
-     * @var PointInterface[]
-     * @since 1.0.0
-     */
-    private array $points = [];
-
-    /**
-     * Create similarity matrix from points
-     *
-     * @param PointInterface[] $points Points to create the similarity matrix for
-     *
-     * @return array<int, array<int, int|float>>
-     *
-     * @since 1.0.0
-     */
-    private function createSimilarityMatrix(array $points) : array
-    {
-        $n                = \count($points);
-        $coordinates      = \count($points[0]->coordinates);
-        $similarityMatrix = \array_fill(0, $n, []);
-
-        $temp = [];
-        for ($i = 0; $i < $n - 1; ++$i) {
-            for ($j = $i + 1; $j < $n; ++$j) {
-                $sum = 0.0;
-                for ($c = 0; $c < $coordinates; ++$c) {
-                    $sum += ($points[$i]->getCoordinate($c) - $points[$j]->getCoordinate($c)) * ($points[$i]->getCoordinate($c) - $points[$j]->getCoordinate($c));
-                }
-
-                $similarityMatrix[$i][$j] = -$sum;
-                $similarityMatrix[$j][$i] = -$sum;
-                $temp[]                   = $similarityMatrix[$i][$j];
-            }
-        }
-
-        \sort($temp);
-
-        $size   = $n * ($n - 1) / 2;
-        $median = $size % 2 === 0
-            ? ($temp[(int) ($size / 2)] + $temp[(int) ($size / 2 - 1)]) / 2
-            : $temp[(int) ($size / 2)];
-
-        for ($i = 0; $i < $n; ++$i) {
-            $similarityMatrix[$i][$i] = $median;
-        }
-
-        return $similarityMatrix;
-    }
-
-    /**
-     * Generate clusters for points
-     *
-     * @param PointInterface[] $points     Points to cluster
-     * @param int              $iterations Iterations for cluster generation
-     *
-     * @return void
-     *
-     * @since 1.0.0
-     */
-    public function generateClusters(array $points, int $iterations = 100) : void
-    {
-        $this->points = $points;
-        $n            = \count($points);
-
-        $this->similarityMatrix     = $this->createSimilarityMatrix($points);
-        $this->responsibilityMatrix = $this->similarityMatrix;
-        $this->availabilityMatrix   = $this->similarityMatrix;
-
-        for ($c = 0; $c < $iterations; ++$c) {
-            for ($i = 0; $i < $n; ++$i) {
-                for ($k = 0; $k < $n; ++$k) {
-                    $max = \PHP_INT_MIN;
-                    for ($j = 0; $j < $k; ++$j) {
-                        if (($temp = $this->similarityMatrix[$i][$j] + $this->availabilityMatrix[$i][$j]) > $max) {
-                            $max = $temp;
-                        }
-                    }
-
-                    for ($j = $k + 1; $j < $n; ++$j) {
-                        if (($temp = $this->similarityMatrix[$i][$j] + $this->availabilityMatrix[$i][$j]) > $max) {
-                            $max = $temp;
-                        }
-                    }
-
-                    $this->responsibilityMatrix[$i][$k] = (1 - 0.9) * ($this->similarityMatrix[$i][$k] - $max) + 0.9 * $this->responsibilityMatrix[$i][$k];
-                }
-            }
-
-            for ($i = 0; $i < $n; ++$i) {
-                for ($k = 0; $k < $n; ++$k) {
-                    $sum = 0.0;
-
-                    if ($i === $k) {
-                        for ($j = 0; $j < $i; ++$j) {
-                            $sum += \max(0.0, $this->responsibilityMatrix[$j][$k]);
-                        }
-
-                        for (++$j; $j < $n; ++$j) {
-                            $sum += \max(0.0, $this->responsibilityMatrix[$j][$k]);
-                        }
-
-                        $this->availabilityMatrix[$i][$k] = (1 - 0.9) * $sum + 0.9 * $this->availabilityMatrix[$i][$k];
-                    } else {
-                        $max = \max($i, $k);
-                        $min = \min($i, $k);
-
-                        for ($j = 0; $j < $min; ++$j) {
-                            $sum += \max(0.0, $this->responsibilityMatrix[$j][$k]);
-                        }
-
-                        for ($j = $min + 1; $j < $max; ++$j) {
-                            $sum += \max(0.0, $this->responsibilityMatrix[$j][$k]);
-                        }
-
-                        for ($j = $max + 1; $j < $n; ++$j) {
-                            $sum += \max(0.0, $this->responsibilityMatrix[$j][$k]);
-                        }
-
-                        $this->availabilityMatrix[$i][$k] = (1 - 0.9) * \min(0.0, $this->responsibilityMatrix[$k][$k] + $sum) + 0.9 * $this->availabilityMatrix[$i][$k];
-                    }
-                }
-            }
-        }
-
-        // find center points (exemplar)
-        for ($i = 0; $i < $n; ++$i) {
-            $temp = $this->responsibilityMatrix[$i][$i] + $this->availabilityMatrix[$i][$i];
-
-            if ($temp > 0) {
-                $this->clusterCenters[$i] = $this->points[$i];
-            }
-        }
-    }
-
-    /**
-     * Find the nearest group for a point
-     *
-     * @param array<int, array<int, int|float>> $similarityMatrix Similarity matrix
-     * @param int                               $point            Point id in the similarity matrix to compare
-     *
-     * @return int
-     *
-     * @since 1.0.0
-     */
-    private function findNearestGroup(array $similarityMatrix, int $point) : int
-    {
-        $maxSim = \PHP_INT_MIN;
-        $group  = 0;
-
-        foreach ($this->clusterCenters as $c => $_) {
-            if ($similarityMatrix[$point][$c] > $maxSim) {
-                $maxSim = $similarityMatrix[$point][$c];
-                $group  = $c;
-            }
-        }
-
-        return $group;
-    }
-
-    /**
-     * {@inheritdoc}
-     */
-    public function cluster(PointInterface $point) : ?PointInterface
-    {
-        $points   = $this->points;
-        $points[] = $point;
-
-        $similarityMatrix = $this->createSimilarityMatrix($points);
-
-        $c = $this->findNearestGroup(
-            $similarityMatrix,
-            \count($points) - 1,
-        );
-
-        return $this->clusterCenters[$c];
-    }
-
-    /**
-     * {@inheritdoc}
-     */
-    public function getClusters() : array
-    {
-        if (!empty($this->clusters)) {
-            return $this->clusters;
-        }
-
-        $n = \count($this->points);
-        for ($i = 0; $i < $n; ++$i) {
-            $group = $this->findNearestGroup($this->points, $i);
-
-            $this->clusters[$group] = $this->points[$i];
-        }
-
-        return $this->clusters;
-    }
-
-    /**
-     * {@inheritdoc}
-     */
-    public function getCentroids() : array
-    {
-        return $this->clusterCenters;
-    }
-
-    /**
-     * {@inheritdoc}
-     */
-    public function getNoise() : array
-    {
-        return [];
-    }
 }

Algorithm/Clustering/AgglomerativeClustering.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -42,7 +42,7 @@ final class AgglomerativeClustering implements ClusteringInterface
      * @var \Closure
      * @since 1.0.0
      */
-    private \Closure $metric;
+    public \Closure $metric;
 
     /**
      * Metric to calculate the distance between two points
@@ -50,7 +50,7 @@ final class AgglomerativeClustering implements ClusteringInterface
      * @var \Closure
      * @since 1.0.0
      */
-    private \Closure $linkage;
+    public \Closure $linkage;
 
     /**
      * Constructor
@@ -61,7 +61,7 @@ final class AgglomerativeClustering implements ClusteringInterface
      */
     public function __construct(?\Closure $metric = null, ?\Closure $linkage = null)
     {
-        $this->metric = $metric ?? function (PointInterface $a, PointInterface $b) {
+        $this->metric = $metric ?? function (Point $a, Point $b) {
             $aCoordinates = $a->coordinates;
             $bCoordinates = $b->coordinates;
 
@@ -139,7 +139,7 @@ final class AgglomerativeClustering implements ClusteringInterface
     /**
      * {@inheritdoc}
      */
-    public function cluster(PointInterface $point) : ?PointInterface
+    public function cluster(Point $point) : ?Point
     {
         return null;
     }

Algorithm/Clustering/Birch.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -46,7 +46,7 @@ final class Birch implements ClusteringInterface
     /**
      * {@inheritdoc}
      */
-    public function cluster(PointInterface $point) : ?PointInterface
+    public function cluster(Point $point) : ?Point
     {
         return null;
     }

Algorithm/Clustering/ClusteringInterface.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -27,7 +27,7 @@ interface ClusteringInterface
     /**
      * Get cluster centroids
      *
-     * @return PointInterface[]
+     * @return Point[]
      *
      * @since 1.0.0
      */
@@ -36,7 +36,7 @@ interface ClusteringInterface
     /**
      * Get cluster assignments of the training data
      *
-     * @return PointInterface[]
+     * @return Point[]
      *
      * @since 1.0.0
      */
@@ -47,20 +47,20 @@ interface ClusteringInterface
      *
      * This point doesn't have to be in the training data.
      *
-     * @param PointInterface $point Point to cluster
+     * @param Point $point Point to cluster
      *
-     * @return null|PointInterface
+     * @return null|Point
      *
      * @since 1.0.0
      */
-    public function cluster(PointInterface $point) : ?PointInterface;
+    public function cluster(Point $point) : ?Point;
 
     /**
      * Get noise data.
      *
      * Data points from the training data that are not part of a cluster.
      *
-     * @return PointInterface[]
+     * @return Point[]
      *
      * @since 1.0.0
      */

Algorithm/Clustering/DBSCAN.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -50,7 +50,7 @@ final class DBSCAN implements ClusteringInterface
     /**
      * Points outside of any cluster
      *
-     * @var PointInterface[]
+     * @var Point[]
      * @since 1.0.0
      */
     private array $noisePoints = [];
@@ -58,7 +58,7 @@ final class DBSCAN implements ClusteringInterface
     /**
      * All points
      *
-     * @var PointInterface[]
+     * @var Point[]
      * @since 1.0.0
      */
     private array $points = [];
@@ -66,7 +66,7 @@ final class DBSCAN implements ClusteringInterface
     /**
      * Points of the cluster centers
      *
-     * @var PointInterface[]
+     * @var Point[]
      * @since 1.0.0
      */
     private array $clusterCenters = [];
@@ -76,7 +76,7 @@ final class DBSCAN implements ClusteringInterface
      *
      * Array of points assigned to a cluster
      *
-     * @var array<int, PointInterface[]>
+     * @var array<int, Point[]>
      * @since 1.0.0
      */
     private array $clusters = [];
@@ -118,7 +118,7 @@ final class DBSCAN implements ClusteringInterface
      */
     public function __construct(?\Closure $metric = null)
     {
-        $this->metric = $metric ?? function (PointInterface $a, PointInterface $b) {
+        $this->metric = $metric ?? function (Point $a, Point $b) {
             $aCoordinates = $a->coordinates;
             $bCoordinates = $b->coordinates;
 
@@ -129,18 +129,18 @@ final class DBSCAN implements ClusteringInterface
     /**
      * Expand cluster with additional point and potential neighbors.
      *
-     * @param PointInterface $point     Point to add to a cluster
-     * @param array          $neighbors Neighbors of point
-     * @param int            $c         Cluster id
-     * @param float          $epsilon   Max distance
-     * @param int            $minPoints Min amount of points required for a cluster
+     * @param Point $point     Point to add to a cluster
+     * @param array $neighbors Neighbors of point
+     * @param int   $c         Cluster id
+     * @param float $epsilon   Max distance
+     * @param int   $minPoints Min amount of points required for a cluster
      *
      * @return void
      *
      * @since 1.0.0
      */
     private function expandCluster(
-        PointInterface $point,
+        Point $point,
         array $neighbors,
         int $c,
         float $epsilon,
@@ -174,14 +174,14 @@ final class DBSCAN implements ClusteringInterface
     /**
      * Find neighbors of a point
      *
-     * @param PointInterface $point   Base point for potential neighbors
-     * @param float          $epsilon Max distance to neighbor
+     * @param Point $point   Base point for potential neighbors
+     * @param float $epsilon Max distance to neighbor
      *
      * @return array
      *
      * @since 1.0.0
      */
-    private function findNeighbors(PointInterface $point, float $epsilon) : array
+    private function findNeighbors(Point $point, float $epsilon) : array
     {
         $neighbors = [];
         foreach ($this->points as $point2) {
@@ -225,7 +225,7 @@ final class DBSCAN implements ClusteringInterface
     /**
      * {@inheritdoc}
      */
-    public function cluster(PointInterface $point) : ?PointInterface
+    public function cluster(Point $point) : ?Point
     {
         if ($this->convexHulls === []) {
             foreach ($this->clusters as $c => $cluster) {
@@ -251,9 +251,9 @@ final class DBSCAN implements ClusteringInterface
     /**
      * Generate the clusters of the points
      *
-     * @param PointInterface[] $points    Points to cluster
-     * @param float            $epsilon   Max distance
-     * @param int              $minPoints Min amount of points required for a cluster
+     * @param Point[] $points    Points to cluster
+     * @param float   $epsilon   Max distance
+     * @param int     $minPoints Min amount of points required for a cluster
      *
      * @return void
      *

Algorithm/Clustering/DivisiveClustering.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -50,7 +50,7 @@ final class DivisiveClustering implements ClusteringInterface
     /**
      * {@inheritdoc}
      */
-    public function cluster(PointInterface $point) : ?PointInterface
+    public function cluster(Point $point) : ?Point
     {
         return null;
     }

Algorithm/Clustering/Kmeans.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -46,7 +46,7 @@ final class Kmeans implements ClusteringInterface
     /**
      * Points of the cluster centers
      *
-     * @var PointInterface[]
+     * @var Point[]
      * @since 1.0.0
      */
     private array $clusterCenters = [];
@@ -54,7 +54,7 @@ final class Kmeans implements ClusteringInterface
     /**
      * Points of the clusters
      *
-     * @var PointInterface[]
+     * @var Point[]
      * @since 1.0.0
      */
     private array $clusters = [];
@@ -62,7 +62,7 @@ final class Kmeans implements ClusteringInterface
     /**
      * Points
      *
-     * @var PointInterface[]
+     * @var Point[]
      * @since 1.0.0
      */
     private array $points = [];
@@ -76,7 +76,7 @@ final class Kmeans implements ClusteringInterface
      */
     public function __construct(?\Closure $metric = null)
     {
-        $this->metric = $metric ?? function (PointInterface $a, PointInterface $b) {
+        $this->metric = $metric ?? function (Point $a, Point $b) {
             $aCoordinates = $a->coordinates;
             $bCoordinates = $b->coordinates;
 
@@ -87,7 +87,7 @@ final class Kmeans implements ClusteringInterface
     /**
      * {@inheritdoc}
      */
-    public function cluster(PointInterface $point) : ?PointInterface
+    public function cluster(Point $point) : ?Point
     {
         $bestCluster  = null;
         $bestDistance = \PHP_FLOAT_MAX;
@@ -121,8 +121,8 @@ final class Kmeans implements ClusteringInterface
     /**
      * Generate the clusters of the points
      *
-     * @param PointInterface[] $points   Points to cluster
-     * @param int<1, max>      $clusters Amount of clusters
+     * @param Point[]     $points   Points to cluster
+     * @param int<1, max> $clusters Amount of clusters
      *
      * @return void
      *
@@ -183,14 +183,14 @@ final class Kmeans implements ClusteringInterface
     /**
      * Get the index and distance to the nearest cluster center
      *
-     * @param PointInterface   $point          Point to get the cluster for
-     * @param PointInterface[] $clusterCenters All cluster centers
+     * @param Point   $point          Point to get the cluster for
+     * @param Point[] $clusterCenters All cluster centers
      *
      * @return array [index, distance]
      *
      * @since 1.0.0
      */
-    private function nearestClusterCenter(PointInterface $point, array $clusterCenters) : array
+    private function nearestClusterCenter(Point $point, array $clusterCenters) : array
     {
         $index = $point->group;
         $dist  = \PHP_FLOAT_MAX;
@@ -208,12 +208,12 @@ final class Kmeans implements ClusteringInterface
     }
 
     /**
-     * Initializae cluster centers
+     * Initialize cluster centers
      *
-     * @param PointInterface[] $points Points to use for the cluster center initialization
-     * @param int<0, max>      $n      Amount of clusters to use
+     * @param Point[]     $points Points to use for the cluster center initialization
+     * @param int<0, max> $n      Amount of clusters to use
      *
-     * @return PointInterface[]
+     * @return Point[]
      *
      * @since 1.0.0
      */

Algorithm/Clustering/MeanShift.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -61,7 +61,7 @@ final class MeanShift implements ClusteringInterface
     /**
      * Points outside of any cluster
      *
-     * @var PointInterface[]
+     * @var Point[]
      * @since 1.0.0
      */
     private array $noisePoints = [];
@@ -79,7 +79,7 @@ final class MeanShift implements ClusteringInterface
     /**
      * Points of the cluster centers
      *
-     * @var PointInterface[]
+     * @var Point[]
      * @since 1.0.0
      */
     private array $clusterCenters = [];
@@ -104,7 +104,7 @@ final class MeanShift implements ClusteringInterface
      */
     public function __construct(?\Closure $metric = null, ?\Closure $kernel = null)
     {
-        $this->metric = $metric ?? function (PointInterface $a, PointInterface $b) {
+        $this->metric = $metric ?? function (Point $a, Point $b) {
             $aCoordinates = $a->coordinates;
             $bCoordinates = $b->coordinates;
 
@@ -119,7 +119,7 @@ final class MeanShift implements ClusteringInterface
     /**
      * Generate the clusters of the points
      *
-     * @param PointInterface[] $points    Points to cluster
+     * @param Point[]          $points    Points to cluster
      * @param array<int|float> $bandwidth Bandwidth(s)
      *
      * @return void
@@ -170,15 +170,15 @@ final class MeanShift implements ClusteringInterface
     /**
      * Perform shift on a point
      *
-     * @param PointInterface   $point     Point to shift
-     * @param PointInterface   $points    Array of all points
+     * @param Point            $point     Point to shift
+     * @param Point            $points    Array of all points
      * @param array<int|float> $bandwidth Bandwidth(s)
      *
-     * @return PointInterface
+     * @return Point
      *
      * @since 1.0.0
      */
-    private function shiftPoint(PointInterface $point, array $points, array $bandwidth) : PointInterface
+    private function shiftPoint(Point $point, array $points, array $bandwidth) : Point
     {
         $scaleFactor = 0.0;
 
@@ -209,7 +209,7 @@ final class MeanShift implements ClusteringInterface
     /**
      * Group points together into clusters
      *
-     * @param PointInterface[] $points Array of points to assign to groups
+     * @param Point[] $points Array of points to assign to groups
      *
      * @return array
      *
@@ -242,14 +242,14 @@ final class MeanShift implements ClusteringInterface
     /**
      * Find the closest cluster/group of a point
      *
-     * @param PointInterface          $point  Point to find the cluster for
-     * @param array<PointInterface[]> $groups Clusters
+     * @param Point          $point  Point to find the cluster for
+     * @param array<Point[]> $groups Clusters
      *
      * @return int
      *
      * @since 1.0.0
      */
-    private function findNearestGroup(PointInterface $point, array $groups) : int
+    private function findNearestGroup(Point $point, array $groups) : int
     {
         $nearestGroupIndex = -1;
         $index             = 0;
@@ -272,14 +272,14 @@ final class MeanShift implements ClusteringInterface
     /**
      * Find distance of point to best cluster/group
      *
-     * @param PointInterface   $point Point to find the cluster for
-     * @param PointInterface[] $group Clusters
+     * @param Point   $point Point to find the cluster for
+     * @param Point[] $group Clusters
      *
      * @return float Distance
      *
      * @since 1.0.0
      */
-    private function distanceToGroup(PointInterface $point, array $group) : float
+    private function distanceToGroup(Point $point, array $group) : float
     {
         $minDistance = \PHP_FLOAT_MAX;
 
@@ -305,7 +305,7 @@ final class MeanShift implements ClusteringInterface
     /**
      * {@inheritdoc}
      */
-    public function cluster(PointInterface $point) : ?PointInterface
+    public function cluster(Point $point) : ?Point
     {
         $clusterId = $this->findNearestGroup($point, $this->clusters);
 

Algorithm/Clustering/Point.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -89,7 +89,7 @@ class Point implements PointInterface
     /**
      * {@inheritdoc}
      */
-    public function isEquals(PointInterface $point) : bool
+    public function isEquals(Point $point) : bool
     {
         return $this->name === $point->name && $this->coordinates === $point->coordinates;
     }

Algorithm/Clustering/PointInterface.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -25,6 +25,10 @@ namespace phpOMS\Algorithm\Clustering;
  * @license OMS License 2.0
  * @link    https://jingga.app
  * @since   1.0.0
+ *
+ * @property array<int, int|float> $coordinates
+ * @property string $name
+ * @property int $group
  */
 interface PointInterface
 {
@@ -63,11 +67,11 @@ interface PointInterface
     /**
      * Check if two points are equal
      *
-     * @param self $point Point to compare with
+     * @param Point $point Point to compare with
      *
      * @return bool
      *
      * @since 1.0.0
      */
-    public function isEquals(self $point) : bool;
+    public function isEquals(Point $point) : bool;
 }

Algorithm/Clustering/SpectralClustering.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Clustering
  * @copyright Dennis Eichhorn
@@ -46,7 +46,7 @@ final class SpectralClustering implements ClusteringInterface
     /**
      * {@inheritdoc}
      */
-    public function cluster(PointInterface $point) : ?PointInterface
+    public function cluster(Point $point) : ?Point
     {
         return null;
     }

Algorithm/CoinMatching/MinimumCoinProblem.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\CoinMatching
  * @copyright Dennis Eichhorn

Algorithm/Frequency/Apriori.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Frequency
  * @copyright Dennis Eichhorn

Algorithm/Graph/DependencyResolver.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Graph;
  * @copyright Dennis Eichhorn

Algorithm/Graph/MarkovChain.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Graph
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/Job.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\JobScheduling
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/JobInterface.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\JobScheduling
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/Weighted.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\JobScheduling
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/IdleIntervalType.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/IdleTime.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/JobStep.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/Machine.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/MachineType.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/Material.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/Qualification.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/Worker.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Dependency/WorkerType.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling\Dependency
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/Job.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/PriorityMode.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling
  * @copyright Dennis Eichhorn

Algorithm/JobScheduling/v2/ScheduleQueue.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Scheduling
  * @copyright Dennis Eichhorn

Algorithm/Knapsack/Backpack.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Knapsack
  * @copyright Dennis Eichhorn

Algorithm/Knapsack/BackpackInterface.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Knapsack
  * @copyright Dennis Eichhorn

Algorithm/Knapsack/Bounded.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Knapsack
  * @copyright Dennis Eichhorn

Algorithm/Knapsack/Continuous.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Knapsack
  * @copyright Dennis Eichhorn

Algorithm/Knapsack/Item.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Knapsack
  * @copyright Dennis Eichhorn

Algorithm/Knapsack/ItemInterface.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Knapsack
  * @copyright Dennis Eichhorn

Algorithm/Maze/MazeGenerator.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Maze
  * @copyright Dennis Eichhorn

Algorithm/Optimization/AntColonyOptimization.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Optimization
  * @copyright Dennis Eichhorn

Algorithm/Optimization/BeesAlgorithm.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Optimization
  * @copyright Dennis Eichhorn

Algorithm/Optimization/FireflyAlgorithm.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Optimization
  * @copyright Dennis Eichhorn

Algorithm/Optimization/GeneticOptimization.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Optimization
  * @copyright Dennis Eichhorn

Algorithm/Optimization/HarmonySearch.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Optimization
  * @copyright Dennis Eichhorn

Algorithm/Optimization/IntelligentWaterDrops.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Optimization
  * @copyright Dennis Eichhorn

Algorithm/Optimization/SimulatedAnnealing.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Optimization
  * @copyright Dennis Eichhorn

Algorithm/Optimization/TabuSearch.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Optimization
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/AStar.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/AStarNode.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/Grid.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/Heuristic.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/HeuristicType.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/JumpPointNode.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/JumpPointSearch.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/MovementType.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/Node.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/NullJumpPointNode.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/NullNode.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/Path.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/PathFinding/PathFinderInterface.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\PathFinding
  * @copyright Dennis Eichhorn

Algorithm/Rating/BradleyTerry.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Rating
  * @copyright Dennis Eichhorn

Algorithm/Rating/Elo.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Rating
  * @copyright Dennis Eichhorn

Algorithm/Rating/Glicko1.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Rating
  * @copyright Dennis Eichhorn

Algorithm/Rating/Glicko2.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Rating
  * @copyright Dennis Eichhorn

Algorithm/Rating/TrueSkill.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Rating
  * @copyright Microsoft
@@ -28,6 +28,7 @@ use phpOMS\Math\Stochastic\Distribution\NormalDistribution;
  * @todo Implement https://github.com/sublee/trueskill/blob/master/trueskill/__init__.py
  *      https://github.com/Karaka-Management/phpOMS/issues/337
  */
+// phpcs:ignoreFile
 class TrueSkill
 {
     public const DEFAULT_MU = 25;
@@ -226,37 +227,22 @@ class TrueSkill
                 / (NormalDistribution::getCdf($epsilon - $tAbs, 0.0, 1.0) - NormalDistribution::getCdf(-$epsilon - $tAbs, 0.0, 1.0));
     }
 
-    /**
-     *
-     */
     private function buildRatingLayer() : void
     {
     }
 
-    /**
-     *
-     */
     private function buildPerformanceLayer() : void
     {
     }
 
-    /**
-     *
-     */
     private function buildTeamPerformanceLayer() : void
     {
     }
 
-    /**
-     *
-     */
     private function buildTruncLayer() : void
     {
     }
 
-    /**
-     *
-     */
     private function factorGraphBuilders()
     {
         // Rating layer
@@ -275,9 +261,6 @@ class TrueSkill
         ];
     }
 
-    /**
-     *
-     */
     public function rating() : void
     {
         // Start values

Algorithm/Rating/TrueSkillFactoryGraph.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Rating
  * @copyright Dennis Eichhorn

Algorithm/Sort/BitonicSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/BubbleSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/BucketSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/CocktailShakerSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/CombSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/CycleSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/GnomeSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/HeapSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/InsertionSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/IntroSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/MergeSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/OddEvenSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/PancakeSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/QuickSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/SelectionSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/ShellSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/SortInterface.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/SortOrder.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort
  * @copyright Dennis Eichhorn

Algorithm/Sort/SortableInterface.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn

Algorithm/Sort/StoogeSort.php

@@ -2,7 +2,7 @@
 /**
  * Jingga
  *
- * PHP Version 8.1
+ * PHP Version 8.2
  *
  * @package   phpOMS\Algorithm\Sort;
  * @copyright Dennis Eichhorn