<?php require_once '../Loader.php'; use ANN\Network; use ANN\Values; try { $objNetwork = Network::loadFromFile('shapes.dat'); } catch (Exception $e) { die('Network not found'); } try { $objValues = Values::loadFromFile('values_shapes.dat'); } catch (Exception $e) { die('Loading of shapes failed'); } $objValues->reset(); $shapes = (array) json_decode(file_get_contents('../../data/shapes/lines_and_squares_test.json')); foreach ($shapes as $shape) { $objValues->input($shape); } $objNetwork->setValues($objValues); echo "<pre>"; print_r($objNetwork->getOutputs()); echo "</pre>";
<?php require_once '../Loader.php'; use ANN\Network; use ANN\Values; try { $objNetwork = Network::loadFromFile('xor.dat'); } catch (Exception $e) { die('Network not found'); } try { $objValues = Values::loadFromFile('values_xor.dat'); } catch (Exception $e) { die('Loading of values failed'); } $objValues->input(0, 1)->input(1, 1)->input(1, 0)->input(0, 0)->input(0, 1)->input(1, 1); $objNetwork->setValues($objValues); echo "<pre>"; print_r($objNetwork->getOutputs()); echo "</pre>";
<?php require_once '../Loader.php'; use ANN\Network; use ANN\Values; try { $objNetwork = Network::loadFromFile('xor.dat'); } catch (Exception $e) { print 'Creating a new one...'; $objNetwork = new Network(); $objValues = new Values(); $objValues->train()->input(0, 0)->output(0)->input(0, 1)->output(1)->input(1, 0)->output(1)->input(1, 1)->output(0); $objValues->saveToFile('values_xor.dat'); unset($objValues); } try { $objValues = Values::loadFromFile('values_xor.dat'); } catch (Exception $e) { die('Loading of values failed'); } $objNetwork->setValues($objValues); // to be called as of version 2.0.6 $boolTrained = $objNetwork->train(); print $boolTrained ? 'Network trained' : 'Network not trained completely. Please re-run the script'; $objNetwork->saveToFile('xor.dat'); $objNetwork->printNetwork();