php-ai / php-ml

src/Dataset/MnistDataset.php

Spacing +1 added lines, -1 removed lines

@@ -61,7 +61,7 @@
                 $imageBytes = fread($stream, $fields['rows'] * $fields['cols']);
 
                 // Convert to float between 0 and 1
-                $images[] = array_map(function ($b) {
+                $images[] = array_map(function($b) {
                     return $b / 255;
                 }, array_values(unpack('C*', (string) $imageBytes)));
             }

src/Clustering/KMeans/Space.php

Doc Comments +1 added lines, -1 removed lines

@@ -59,7 +59,7 @@
     }
 
     /**
-     * @param object $point
+     * @param Point $point
      * @param mixed  $data
      */
     public function attach($point, $data = null): void

src/Tokenization/NGramTokenizer.php

Indentation +2 added lines, -2 removed lines

@@ -23,9 +23,9 @@
             $length = strlen($word);
 
             for ($i = 1; $i <= $length; $i++) {
-              foreach ($ngramsFactory->ngrams(str_split($word), $i) as $ngram) {
+                foreach ($ngramsFactory->ngrams(str_split($word), $i) as $ngram) {
                 $ngram_dataset[] = implode('', $ngram);
-              }
+                }
             }
         }