php-ai / php-ml

src/Clustering/KMeans/Cluster.php

Doc Comments +1 added lines, -1 removed lines

@@ -128,7 +128,7 @@
     }
 
     /**
-     * @return mixed
+     * @return integer
      */
     public function count()
     {

src/NeuralNetwork/Network/MultilayerPerceptron.php

Doc Comments +3 added lines

@@ -142,6 +142,9 @@
         $this->addLayer(new Layer($nodes, Input::class));
     }
 
+    /**
+     * @param ActivationFunction $defaultActivationFunction
+     */
     private function addNeuronLayers(array $layers, ?ActivationFunction $defaultActivationFunction = null): void
     {
         foreach ($layers as $layer) {

src/Math/Matrix.php

Indentation +17 added lines, -17 removed lines

@@ -142,23 +142,23 @@
             throw new InvalidArgumentException('Inconsistent matrix supplied');
         }
 
-		$array1 = $this->toArray();
-		$array2 = $matrix->toArray();
-		$colCount = $matrix->columns;
-
-		$product = [];
-		foreach($array1 as $row => $rowData){
-			for($col = 0; $col < $colCount; ++$col) {
-				$columnData = array_column($array2, $col);
-				$sum = 0;
-				foreach($rowData as $key => $valueData) {
-					$sum += $valueData * $columnData[$key];
-				}
-				$product[$row][$col] = $sum;
-			}
-		}
-
-		return new self($product, false);
+        $array1 = $this->toArray();
+        $array2 = $matrix->toArray();
+        $colCount = $matrix->columns;
+
+        $product = [];
+        foreach($array1 as $row => $rowData){
+            for($col = 0; $col < $colCount; ++$col) {
+                $columnData = array_column($array2, $col);
+                $sum = 0;
+                foreach($rowData as $key => $valueData) {
+                    $sum += $valueData * $columnData[$key];
+                }
+                $product[$row][$col] = $sum;
+            }
+        }
+
+        return new self($product, false);
     }
 
     public function divideByScalar($value): self