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<?php |
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/** |
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* Klass FANNGenerera. |
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* @author Niklas Dougherty |
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*/ |
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declare(strict_types=1); |
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namespace Tips\Moduler\FANNGenerera; |
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use Tips\Moduler\FANN; |
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/** |
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* Klass FANNGenerera. |
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*/ |
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final class Generera extends Fordelning { |
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/** |
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* Uppdatera konstruktor. |
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*/ |
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public function __construct(public FANN $fann) { |
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parent::__construct($this->fann); |
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$this->träna_fann(); |
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} |
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/** |
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* Träna neuralt nätverk på befintliga data. |
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*/ |
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private function träna_fann(): void { |
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$this->hämta_värden($this->fann->odds->spel->db); |
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$this->generera_träningsdata(); |
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$lager = [$this->neuroner_in, $this->neuroner_ut]; |
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$this->antal_lager = count($lager); |
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$this->fann->fann = fann_create_shortcut_array($this->antal_lager, $lager); |
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/** |
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* Aktiveringsfunktioner och träningsalgoritm. |
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*/ |
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fann_set_activation_function_hidden($this->fann->fann, FANN_SIGMOID_SYMMETRIC_STEPWISE); |
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fann_set_activation_function_output($this->fann->fann, FANN_SIGMOID_SYMMETRIC_STEPWISE); |
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fann_set_training_algorithm($this->fann->fann, FANN_TRAIN_RPROP); |
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$this->exists_fann = fann_cascadetrain_on_file($this->fann->fann, $this->fann->indatafil, $this->max_neuroner, 0, $this->fann->feltolerans); |
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$logg = "Kunde inte träna FANN.<br>"; |
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if ($this->exists_fann) { |
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fann_save($this->fann->fann, $this->fann->utdatafil); |
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unlink($this->fann->indatafil); |
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$logg = 'MSE: ' . fann_get_mse($this->fann->fann) . '<br>'; |
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} |
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$this->fann->logg .= $logg; |
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$this->fann->db_preferenser->spara_preferens('fann.status', $this->fann->logg); |
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$this->generera_parametrar(); |
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$this->beräkna_fannfördelning(); |
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} |
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} |
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