php-ai / php-ml

src/Phpml/Clustering/KMeans/Cluster.php

Doc Comments +1 added lines, -1 removed lines

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

src/Phpml/DimensionReduction/KernelPCA.php

Indentation +3 added lines, -3 removed lines

@@ -136,9 +136,9 @@
         $N_K_N = $N->multiply($K_N);
 
         return $K->subtract($N_K)
-                 ->subtract($K_N)
-                 ->add($N_K_N)
-                 ->toArray();
+                    ->subtract($K_N)
+                    ->add($N_K_N)
+                    ->toArray();
     }
 
     /**

src/Phpml/Clustering/KMeans/Space.php

Doc Comments +3 added lines

@@ -16,6 +16,9 @@
      */
     protected $dimension;
 
+    /**
+     * @param integer $dimension
+     */
     public function __construct($dimension)
     {
         if ($dimension < 1) {

src/Phpml/NeuralNetwork/Training/Backpropagation.php

Doc Comments +1 added lines, -1 removed lines

@@ -30,7 +30,7 @@
     }
 
     /**
-     * @param mixed $targetClass
+     * @param integer $targetClass
      */
     public function backpropagate(array $layers, $targetClass): void
     {

src/Phpml/NeuralNetwork/Network/MultilayerPerceptron.php

Doc Comments +3 added lines

@@ -132,6 +132,9 @@
         $this->addLayer(new Layer($nodes, Input::class));
     }
 
+    /**
+     * @param ActivationFunction $activationFunction
+     */
     private function addNeuronLayers(array $layers, ?ActivationFunction $activationFunction = null): void
     {
         foreach ($layers as $neurons) {