Detection of language

From Artificial Neural Network for PHP
Revision as of 18:15, 23 December 2009 by Thwien (talk | contribs) (New page: == FAQ == For information about dat-files have a view to the FAQ page. == Training == <source lang="php"> require_once '../ANN/Loader.php'; try { $network = ANN_Network::loadFro...)
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FAQ

For information about dat-files have a view to the FAQ page.

Training

require_once '../ANN/Loader.php';

try
{
  $network = ANN_Network::loadFromFile('strings.dat');
}
catch(Exception $e)
{
  print 'Creating a new one...';

  $network = new ANN_Network(1, 8, 2);

  $objStringValues = new ANN_StringValue(15); // As of ANN 2.1.1
	
  $objStringValues->saveToFile('input_strings.dat');
	
  $objValues = new ANN_Values;
  
  $objValues->train()
    ->input($objStringValues->getInputValue('Hallo Welt'))
    ->output(1, 0) // German
    ->input($objStringValues->getInputValue('Hello World'))
    ->output(0, 1); // English
  
  $objValues->saveToFile('values_strings.dat');
  
  unset($objValues);
}

try
{
  $objValues = ANN_Values::loadFromFile('values_strings.dat');
}
catch(Exception $e)
{
  die('Loading of values failed');
}

$network->setValues($objValues);

$network->train();

$network->saveToFile('strings.dat');

$network->printNetwork();

Using trained network

require_once '../ANN/Loader.php';

try
{
  $network = ANN_Network::loadFromFile('strings.dat');
}
catch(Exception $e)
{
  print 'Network cannot be loaded';
}

try
{
  $objValues = ANN_Values::loadFromFile('values_strings.dat');
}
catch(Exception $e)
{
  die('Loading of values failed');
}

try
{
  $objStringValues = ANN_StringValue::loadFromFile('input_strings.dat');
}
catch(Exception $e)
{
  die('Loading of input values failed');
}

$objValues->input($objStringValues->getInputValue('HAllo Welt'));
$objValues->input($objStringValues->getInputValue('Hello World'));
$objValues->input($objStringValues->getInputValue('Hálló Wélt'));
$objValues->input($objStringValues->getInputValue('Hélló Wórld'));
$objValues->input($objStringValues('Hßllo Welt'));   // As of PHP 5.3.0
$objValues->input($objStringValues('Hßlló Wórld'));  // As of PHP 5.3.0
$objValues->input($objStringValues('Hallo Welt!'));  // As of PHP 5.3.0
$objValues->input($objStringValues('Helló Wórld!')); // As of PHP 5.3.0

$network->setValues($objValues);

$network->printNetwork();