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php-cs-fixer
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@ -21,5 +21,4 @@ class NormalizerException extends \Exception
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{
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return new self('Fit is not allowed for this preprocessor.');
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}
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}
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@ -18,7 +18,7 @@ class TfIdfTransformer implements Transformer
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*/
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public function __construct(array $samples = null)
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{
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if($samples) {
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if ($samples) {
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$this->fit($samples);
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}
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}
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@ -92,7 +92,7 @@ class TokenCountVectorizer implements Transformer
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foreach ($tokens as $token) {
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$index = $this->getTokenIndex($token);
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if(false !== $index) {
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if (false !== $index) {
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$this->updateFrequency($token);
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if (!isset($counts[$index])) {
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$counts[$index] = 0;
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@ -27,14 +27,14 @@ class Imputer implements Preprocessor
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private $axis;
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/**
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* @var $samples
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* @var
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*/
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private $samples;
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/**
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* @param mixed $missingValue
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* @param Strategy $strategy
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* @param int $axis
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* @param mixed $missingValue
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* @param Strategy $strategy
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* @param int $axis
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* @param array|null $samples
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*/
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public function __construct($missingValue = null, Strategy $strategy, int $axis = self::AXIS_COLUMN, array $samples = [])
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@ -6,7 +6,6 @@ namespace Phpml;
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interface Transformer
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{
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/**
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* @param array $samples
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*/
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@ -78,7 +78,6 @@ class TokenCountVectorizerTest extends \PHPUnit_Framework_TestCase
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$vectorizer->transform($samples);
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$this->assertEquals($tokensCounts, $samples);
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// word at least once in all samples
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$samples = [
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'Lorem ipsum dolor sit amet',
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@ -172,5 +172,4 @@ class ImputerTest extends \PHPUnit_Framework_TestCase
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$this->assertEquals($imputeData, $data, '', $delta = 0.01);
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}
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}
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@ -79,5 +79,4 @@ class NormalizerTest extends \PHPUnit_Framework_TestCase
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$this->assertEquals($normalized, $samples, '', $delta = 0.01);
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}
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}
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