Refactored into folders

tests/Unit/Training/GradientDescentPerceptronTest.php

@@ -0,0 +1,32 @@
+<?php
+
+namespace Tests\Unit\Training;
+
+use App\Models\GradientDescentPerceptronTraining;
+use App\Services\DatasetReader\LinearOrderDataSetReader;
+use Tests\Services\IterationEventBuffer\DullIterationEventBuffer;
+use App\Services\SynapticWeightsProvider\ZeroSynapticWeights;
+
+class GradientDescentPerceptronTest extends TrainingTestCase
+{
+
+    public function test_simple_perceptron_training_logic_and()
+    {
+        $training = new GradientDescentPerceptronTraining(
+            datasetReader: new LinearOrderDataSetReader(public_path('data_sets/logic_and_gradient.csv')),
+            learningRate: 0.2,
+            maxEpochs: 100,
+            synapticWeightsProvider: new ZeroSynapticWeights(),
+            iterationEventBuffer: new DullIterationEventBuffer(),
+            sessionId: 'test-session',
+            trainingId: 'test-training',
+            minError: 0.125001,
+        );
+
+        $this->verifyTrainingResults(
+            training: $training,
+            expectedWeights: [[[-1.497898, 0.998228, 0.998228]]],
+            expectedEpochs: 49
+        );
+    }
+}