Gradient descent training + Added all dataset + graphs improvements

2026-03-13 22:06:08 +01:00
parent f8d9fbc5b1
commit f0e7be4476
29 changed files with 872 additions and 68 deletions
--- a/app/Models/NetworkTraining.php
+++ b/app/Models/NetworkTraining.php
@@ -28,9 +28,14 @@ abstract class NetworkTraining
    abstract public function start() : void;
    abstract protected function stopCondition(): bool;

-    protected function checkPassedMaxIterations() {
+    protected function checkPassedMaxIterations(?float $finalError) {
        if ($this->iteration >= $this->maxIterations) {
-            event(new PerceptronTrainingEnded('Le nombre maximal d\'itérations a été atteint', $this->sessionId, $this->trainingId));
+            $message = 'Le nombre maximal d\'itérations a été atteint';
+            if ($finalError) {
+                $message .= " avec une erreur finale de $finalError";
+            }
+
+            event(new PerceptronTrainingEnded($message, $this->sessionId, $this->trainingId));
        }
    }