MonoLayer Perceptron

app/Services/SynapticWeightsProvider/INetworkSynapticWeightsProvider.php

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+<?php
+
+namespace App\Services\SynapticWeightsProvider;
+
+interface INetworkSynapticWeightsProvider
+{
+    public function generate(int $input_size, int $output_size, int $hidden_layers_count, int $hidden_layers_neurons_count): array;
+}

app/Services/SynapticWeightsProvider/SimpleNetworkWeightsProvider.php

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+<?php
+
+namespace App\Services\SynapticWeightsProvider;
+
+use App\Services\SynapticWeightsProvider\INetworkSynapticWeightsProvider;
+
+class SimpleNetworkWeightsProvider implements INetworkSynapticWeightsProvider
+{
+    public function __construct(
+        private ISynapticWeightsProvider $synapticWeightsProvider,
+    ) {
+    }
+
+    public function generate(int $input_size, int $output_size, int $hidden_layers_count, int $hidden_layers_neurons_count): array
+    {
+        $synaptic_weights = [];
+        $lastLayerSize = $input_size;
+
+        // Generate Hidden Layer weights
+        for ($hiddenLayerNeuronIndex = 0; $hiddenLayerNeuronIndex < $hidden_layers_count; $hiddenLayerNeuronIndex++) {
+            for ($neuronIndex = 0; $neuronIndex < $hidden_layers_neurons_count; $neuronIndex++) {
+                $synaptic_weights[] = $this->synapticWeightsProvider->generate($lastLayerSize);
+            }
+            $lastLayerSize = $hidden_layers_neurons_count;
+        }
+
+        // Generate Output Layer weights
+        $synaptic_weights[] = [];
+        for ($outputNeuronIndex = 0; $outputNeuronIndex < $output_size; $outputNeuronIndex++) {
+            $synaptic_weights[count($synaptic_weights) -1][] = $this->synapticWeightsProvider->generate($lastLayerSize);
+        }
+
+        return $synaptic_weights;
+    }
+}