├── .idea ├── PHP-ML-study.iml ├── encodings.xml ├── modules.xml ├── php.xml ├── vcs.xml └── workspace.xml ├── README.md ├── composer.json ├── composer.lock ├── data ├── for_php_test.csv ├── for_php_train.csv ├── languages.csv └── train.csv ├── doc ├── Apriori.md ├── CART.md ├── CM.md ├── Cross.md ├── DBSCAN.md ├── MLP.md ├── Nb.md ├── SVR.md └── clustering.md ├── practice ├── ConfusionMatrix.php ├── Dbscan.php ├── Imputation.php ├── Iris.php ├── Knn.php ├── MLP.php ├── MP.php ├── Matrix.php ├── RandomSpilt.php ├── RandomSplit.php ├── StratifiedRandomSplit.php ├── TfIdfTransformer.php ├── TokenCountVectorizer.php ├── apriori.php ├── car_price.php ├── cart.php ├── cate.php ├── demo.php ├── euclidean.php ├── kmeans.php ├── language-simple.php ├── language.php ├── mlpclassifier.php ├── nb.php ├── pepeline.php ├── pic_classify │ ├── .idea │ │ ├── modules.xml │ │ ├── pic_classify.iml │ │ └── workspace.xml │ ├── classify.php │ ├── common │ │ └── helper.php │ ├── composer.json │ ├── composer.lock │ ├── processing_pic.php │ ├── testImages │ │ ├── cats │ │ │ └── 1.jpg │ │ └── person │ │ │ ├── 1.jpg │ │ │ └── 2.jpg │ └── vendor │ │ ├── autoload.php │ │ ├── composer │ │ ├── ClassLoader.php │ │ ├── LICENSE │ │ ├── autoload_classmap.php │ │ ├── autoload_files.php │ │ ├── autoload_namespaces.php │ │ ├── autoload_psr4.php │ │ ├── autoload_real.php │ │ ├── autoload_static.php │ │ └── installed.json │ │ ├── guzzlehttp │ │ └── psr7 │ │ │ ├── CHANGELOG.md │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── composer.json │ │ │ └── src │ │ │ ├── AppendStream.php │ │ │ ├── BufferStream.php │ │ │ ├── CachingStream.php │ │ │ ├── DroppingStream.php │ │ │ ├── FnStream.php │ │ │ ├── InflateStream.php │ │ │ ├── LazyOpenStream.php │ │ │ ├── LimitStream.php │ │ │ ├── MessageTrait.php │ │ │ ├── MultipartStream.php │ │ │ ├── NoSeekStream.php │ │ │ ├── PumpStream.php │ │ │ ├── Request.php │ │ │ ├── Response.php │ │ │ ├── ServerRequest.php │ │ │ ├── Stream.php │ │ │ ├── StreamDecoratorTrait.php │ │ │ ├── StreamWrapper.php │ │ │ ├── UploadedFile.php │ │ │ ├── Uri.php │ │ │ ├── UriNormalizer.php │ │ │ ├── UriResolver.php │ │ │ ├── functions.php │ │ │ └── functions_include.php │ │ ├── intervention │ │ └── image │ │ │ ├── LICENSE │ │ │ ├── composer.json │ │ │ ├── provides.json │ │ │ └── src │ │ │ ├── Intervention │ │ │ └── Image │ │ │ │ ├── AbstractColor.php │ │ │ │ ├── AbstractDecoder.php │ │ │ │ ├── AbstractDriver.php │ │ │ │ ├── AbstractEncoder.php │ │ │ │ ├── AbstractFont.php │ │ │ │ ├── AbstractShape.php │ │ │ │ ├── Commands │ │ │ │ ├── AbstractCommand.php │ │ │ │ ├── Argument.php │ │ │ │ ├── ChecksumCommand.php │ │ │ │ ├── CircleCommand.php │ │ │ │ ├── EllipseCommand.php │ │ │ │ ├── ExifCommand.php │ │ │ │ ├── IptcCommand.php │ │ │ │ ├── LineCommand.php │ │ │ │ ├── OrientateCommand.php │ │ │ │ ├── PolygonCommand.php │ │ │ │ ├── PsrResponseCommand.php │ │ │ │ ├── RectangleCommand.php │ │ │ │ ├── ResponseCommand.php │ │ │ │ ├── StreamCommand.php │ │ │ │ └── TextCommand.php │ │ │ │ ├── Constraint.php │ │ │ │ ├── Exception │ │ │ │ ├── ImageException.php │ │ │ │ ├── InvalidArgumentException.php │ │ │ │ ├── MissingDependencyException.php │ │ │ │ ├── NotFoundException.php │ │ │ │ ├── NotReadableException.php │ │ │ │ ├── NotSupportedException.php │ │ │ │ ├── NotWritableException.php │ │ │ │ └── RuntimeException.php │ │ │ │ ├── Facades │ │ │ │ └── Image.php │ │ │ │ ├── File.php │ │ │ │ ├── Filters │ │ │ │ ├── DemoFilter.php │ │ │ │ └── FilterInterface.php │ │ │ │ ├── Gd │ │ │ │ ├── Color.php │ │ │ │ ├── Commands │ │ │ │ │ ├── BackupCommand.php │ │ │ │ │ ├── BlurCommand.php │ │ │ │ │ ├── BrightnessCommand.php │ │ │ │ │ ├── ColorizeCommand.php │ │ │ │ │ ├── ContrastCommand.php │ │ │ │ │ ├── CropCommand.php │ │ │ │ │ ├── DestroyCommand.php │ │ │ │ │ ├── FillCommand.php │ │ │ │ │ ├── FitCommand.php │ │ │ │ │ ├── FlipCommand.php │ │ │ │ │ ├── GammaCommand.php │ │ │ │ │ ├── GetSizeCommand.php │ │ │ │ │ ├── GreyscaleCommand.php │ │ │ │ │ ├── HeightenCommand.php │ │ │ │ │ ├── InsertCommand.php │ │ │ │ │ ├── InterlaceCommand.php │ │ │ │ │ ├── InvertCommand.php │ │ │ │ │ ├── LimitColorsCommand.php │ │ │ │ │ ├── MaskCommand.php │ │ │ │ │ ├── OpacityCommand.php │ │ │ │ │ ├── PickColorCommand.php │ │ │ │ │ ├── PixelCommand.php │ │ │ │ │ ├── PixelateCommand.php │ │ │ │ │ ├── ResetCommand.php │ │ │ │ │ ├── ResizeCanvasCommand.php │ │ │ │ │ ├── ResizeCommand.php │ │ │ │ │ ├── RotateCommand.php │ │ │ │ │ ├── SharpenCommand.php │ │ │ │ │ ├── TrimCommand.php │ │ │ │ │ └── WidenCommand.php │ │ │ │ ├── Decoder.php │ │ │ │ ├── Driver.php │ │ │ │ ├── Encoder.php │ │ │ │ ├── Font.php │ │ │ │ └── Shapes │ │ │ │ │ ├── CircleShape.php │ │ │ │ │ ├── EllipseShape.php │ │ │ │ │ ├── LineShape.php │ │ │ │ │ ├── PolygonShape.php │ │ │ │ │ └── RectangleShape.php │ │ │ │ ├── Image.php │ │ │ │ ├── ImageManager.php │ │ │ │ ├── ImageManagerStatic.php │ │ │ │ ├── ImageServiceProvider.php │ │ │ │ ├── ImageServiceProviderLaravel4.php │ │ │ │ ├── ImageServiceProviderLaravel5.php │ │ │ │ ├── ImageServiceProviderLeague.php │ │ │ │ ├── ImageServiceProviderLumen.php │ │ │ │ ├── Imagick │ │ │ │ ├── Color.php │ │ │ │ ├── Commands │ │ │ │ │ ├── BackupCommand.php │ │ │ │ │ ├── BlurCommand.php │ │ │ │ │ ├── BrightnessCommand.php │ │ │ │ │ ├── ColorizeCommand.php │ │ │ │ │ ├── ContrastCommand.php │ │ │ │ │ ├── CropCommand.php │ │ │ │ │ ├── DestroyCommand.php │ │ │ │ │ ├── ExifCommand.php │ │ │ │ │ ├── FillCommand.php │ │ │ │ │ ├── FitCommand.php │ │ │ │ │ ├── FlipCommand.php │ │ │ │ │ ├── GammaCommand.php │ │ │ │ │ ├── GetSizeCommand.php │ │ │ │ │ ├── GreyscaleCommand.php │ │ │ │ │ ├── HeightenCommand.php │ │ │ │ │ ├── InsertCommand.php │ │ │ │ │ ├── InterlaceCommand.php │ │ │ │ │ ├── InvertCommand.php │ │ │ │ │ ├── LimitColorsCommand.php │ │ │ │ │ ├── MaskCommand.php │ │ │ │ │ ├── OpacityCommand.php │ │ │ │ │ ├── PickColorCommand.php │ │ │ │ │ ├── PixelCommand.php │ │ │ │ │ ├── PixelateCommand.php │ │ │ │ │ ├── ResetCommand.php │ │ │ │ │ ├── ResizeCanvasCommand.php │ │ │ │ │ ├── ResizeCommand.php │ │ │ │ │ ├── RotateCommand.php │ │ │ │ │ ├── SharpenCommand.php │ │ │ │ │ ├── TrimCommand.php │ │ │ │ │ └── WidenCommand.php │ │ │ │ ├── Decoder.php │ │ │ │ ├── Driver.php │ │ │ │ ├── Encoder.php │ │ │ │ ├── Font.php │ │ │ │ └── Shapes │ │ │ │ │ ├── CircleShape.php │ │ │ │ │ ├── EllipseShape.php │ │ │ │ │ ├── LineShape.php │ │ │ │ │ ├── PolygonShape.php │ │ │ │ │ └── RectangleShape.php │ │ │ │ ├── Point.php │ │ │ │ ├── Response.php │ │ │ │ └── Size.php │ │ │ └── config │ │ │ └── config.php │ │ ├── league │ │ └── glide │ │ │ ├── .gitattributes │ │ │ ├── .gitignore │ │ │ ├── .scrutinizer.yml │ │ │ ├── .travis.yml │ │ │ ├── CHANGELOG.md │ │ │ ├── CONTRIBUTING.md │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── composer.json │ │ │ ├── composer.lock │ │ │ ├── docs │ │ │ ├── 0.3 │ │ │ │ ├── _data │ │ │ │ │ └── project.yml │ │ │ │ ├── api │ │ │ │ │ ├── adjustments.md │ │ │ │ │ ├── effects.md │ │ │ │ │ ├── output.md │ │ │ │ │ └── size.md │ │ │ │ ├── changelog.md │ │ │ │ ├── config │ │ │ │ │ ├── base-url.md │ │ │ │ │ ├── basic-usage.md │ │ │ │ │ ├── image-driver.md │ │ │ │ │ ├── max-image-size.md │ │ │ │ │ ├── secure-images.md │ │ │ │ │ ├── source-and-cache.md │ │ │ │ │ └── the-server.md │ │ │ │ ├── index.md │ │ │ │ ├── installation.md │ │ │ │ └── simple-example.md │ │ │ ├── 1.0 │ │ │ │ ├── api │ │ │ │ │ ├── adjustments.md │ │ │ │ │ ├── background.md │ │ │ │ │ ├── border.md │ │ │ │ │ ├── colors.md │ │ │ │ │ ├── crop.md │ │ │ │ │ ├── effects.md │ │ │ │ │ ├── encode.md │ │ │ │ │ ├── flip.md │ │ │ │ │ ├── orientation.md │ │ │ │ │ ├── pixel-density.md │ │ │ │ │ ├── quick-reference.md │ │ │ │ │ ├── relative-dimensions.md │ │ │ │ │ ├── size.md │ │ │ │ │ └── watermarks.md │ │ │ │ ├── changelog.md │ │ │ │ ├── config │ │ │ │ │ ├── advanced-usage.md │ │ │ │ │ ├── defaults-and-presets.md │ │ │ │ │ ├── image-driver.md │ │ │ │ │ ├── integrations │ │ │ │ │ │ ├── cakephp.md │ │ │ │ │ │ ├── laravel.md │ │ │ │ │ │ ├── psr-7.md │ │ │ │ │ │ ├── slim.md │ │ │ │ │ │ ├── symfony.md │ │ │ │ │ │ └── zend.md │ │ │ │ │ ├── responses.md │ │ │ │ │ ├── security.md │ │ │ │ │ ├── setup.md │ │ │ │ │ └── source-and-cache.md │ │ │ │ ├── index.md │ │ │ │ ├── installation.md │ │ │ │ ├── screencasts.md │ │ │ │ └── simple-example.md │ │ │ ├── CNAME │ │ │ ├── _config.yml │ │ │ ├── _data │ │ │ │ ├── images.yml │ │ │ │ ├── menu.yml │ │ │ │ └── project.yml │ │ │ ├── _layouts │ │ │ │ └── default.html │ │ │ ├── apple-touch-icon-precomposed.png │ │ │ ├── custom.css │ │ │ ├── custom.js │ │ │ ├── favicon.ico │ │ │ └── logo.png │ │ │ ├── phpunit.xml.dist │ │ │ ├── src │ │ │ ├── Api │ │ │ │ ├── Api.php │ │ │ │ └── ApiInterface.php │ │ │ ├── Filesystem │ │ │ │ ├── FileNotFoundException.php │ │ │ │ └── FilesystemException.php │ │ │ ├── Manipulators │ │ │ │ ├── Background.php │ │ │ │ ├── BaseManipulator.php │ │ │ │ ├── Blur.php │ │ │ │ ├── Border.php │ │ │ │ ├── Brightness.php │ │ │ │ ├── Contrast.php │ │ │ │ ├── Crop.php │ │ │ │ ├── Encode.php │ │ │ │ ├── Filter.php │ │ │ │ ├── Flip.php │ │ │ │ ├── Gamma.php │ │ │ │ ├── Helpers │ │ │ │ │ ├── Color.php │ │ │ │ │ └── Dimension.php │ │ │ │ ├── ManipulatorInterface.php │ │ │ │ ├── Orientation.php │ │ │ │ ├── Pixelate.php │ │ │ │ ├── Sharpen.php │ │ │ │ ├── Size.php │ │ │ │ └── Watermark.php │ │ │ ├── Responses │ │ │ │ ├── PsrResponseFactory.php │ │ │ │ └── ResponseFactoryInterface.php │ │ │ ├── Server.php │ │ │ ├── ServerFactory.php │ │ │ ├── Signatures │ │ │ │ ├── Signature.php │ │ │ │ ├── SignatureException.php │ │ │ │ ├── SignatureFactory.php │ │ │ │ └── SignatureInterface.php │ │ │ └── Urls │ │ │ │ ├── UrlBuilder.php │ │ │ │ └── UrlBuilderFactory.php │ │ │ └── tests │ │ │ ├── Api │ │ │ └── ApiTest.php │ │ │ ├── Manipulators │ │ │ ├── BackgroundTest.php │ │ │ ├── BlurTest.php │ │ │ ├── BorderTest.php │ │ │ ├── BrightnessTest.php │ │ │ ├── ContrastTest.php │ │ │ ├── CropTest.php │ │ │ ├── EncodeTest.php │ │ │ ├── FilterTest.php │ │ │ ├── FlipTest.php │ │ │ ├── GammaTest.php │ │ │ ├── Helpers │ │ │ │ ├── ColorTest.php │ │ │ │ └── DimensionTest.php │ │ │ ├── OrientationTest.php │ │ │ ├── PixelateTest.php │ │ │ ├── SharpenTest.php │ │ │ ├── SizeTest.php │ │ │ └── WatermarkTest.php │ │ │ ├── Responses │ │ │ └── PsrResponseFactoryTest.php │ │ │ ├── ServerFactoryTest.php │ │ │ ├── ServerTest.php │ │ │ ├── Signatures │ │ │ ├── SignatureFactoryTest.php │ │ │ └── SignatureTest.php │ │ │ └── Urls │ │ │ ├── UrlBuilderFactoryTest.php │ │ │ └── UrlBuilderTest.php │ │ ├── nancheng │ │ └── pfinal-array │ │ │ ├── .idea │ │ │ ├── copyright │ │ │ │ └── profiles_settings.xml │ │ │ ├── dictionaries │ │ │ │ └── qiuzi.xml │ │ │ ├── encodings.xml │ │ │ ├── inspectionProfiles │ │ │ │ ├── Project_Default.xml │ │ │ │ └── profiles_settings.xml │ │ │ ├── misc.xml │ │ │ ├── modules.xml │ │ │ ├── pfinal-array.iml │ │ │ ├── php.xml │ │ │ ├── vcs.xml │ │ │ └── workspace.xml │ │ │ ├── README.md │ │ │ ├── composer.json │ │ │ ├── example │ │ │ └── arrayTest.php │ │ │ └── src │ │ │ ├── PFarr.php │ │ │ └── build │ │ │ ├── Base.php │ │ │ ├── PFArrFormat.php │ │ │ └── PFArrToCsv.php │ │ ├── psr │ │ ├── http-message │ │ │ ├── CHANGELOG.md │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── composer.json │ │ │ └── src │ │ │ │ ├── MessageInterface.php │ │ │ │ ├── RequestInterface.php │ │ │ │ ├── ResponseInterface.php │ │ │ │ ├── ServerRequestInterface.php │ │ │ │ ├── StreamInterface.php │ │ │ │ ├── UploadedFileInterface.php │ │ │ │ └── UriInterface.php │ │ └── log │ │ │ ├── .gitignore │ │ │ ├── LICENSE │ │ │ ├── Psr │ │ │ └── Log │ │ │ │ ├── AbstractLogger.php │ │ │ │ ├── InvalidArgumentException.php │ │ │ │ ├── LogLevel.php │ │ │ │ ├── LoggerAwareInterface.php │ │ │ │ ├── LoggerAwareTrait.php │ │ │ │ ├── LoggerInterface.php │ │ │ │ ├── LoggerTrait.php │ │ │ │ ├── NullLogger.php │ │ │ │ └── Test │ │ │ │ └── LoggerInterfaceTest.php │ │ │ ├── README.md │ │ │ └── composer.json │ │ ├── spatie │ │ ├── image │ │ │ ├── .editorconfig │ │ │ ├── .styleci.yml │ │ │ ├── CHANGELOG.md │ │ │ ├── CONTRIBUTING.md │ │ │ ├── LICENSE.md │ │ │ ├── README.md │ │ │ ├── composer.json │ │ │ └── src │ │ │ │ ├── Exceptions │ │ │ │ ├── CouldNotConvert.php │ │ │ │ ├── InvalidImageDriver.php │ │ │ │ └── InvalidManipulation.php │ │ │ │ ├── GlideConversion.php │ │ │ │ ├── Image.php │ │ │ │ ├── ManipulationSequence.php │ │ │ │ └── Manipulations.php │ │ └── temporary-directory │ │ │ ├── CHANGELOG.md │ │ │ ├── CONTRIBUTING.md │ │ │ ├── LICENSE.md │ │ │ ├── README.md │ │ │ ├── composer.json │ │ │ └── src │ │ │ └── TemporaryDirectory.php │ │ └── symfony │ │ └── process │ │ ├── .gitignore │ │ ├── CHANGELOG.md │ │ ├── Exception │ │ ├── ExceptionInterface.php │ │ ├── InvalidArgumentException.php │ │ ├── LogicException.php │ │ ├── ProcessFailedException.php │ │ ├── ProcessTimedOutException.php │ │ └── RuntimeException.php │ │ ├── ExecutableFinder.php │ │ ├── InputStream.php │ │ ├── LICENSE │ │ ├── PhpExecutableFinder.php │ │ ├── PhpProcess.php │ │ ├── Pipes │ │ ├── AbstractPipes.php │ │ ├── PipesInterface.php │ │ ├── UnixPipes.php │ │ └── WindowsPipes.php │ │ ├── Process.php │ │ ├── ProcessBuilder.php │ │ ├── ProcessUtils.php │ │ ├── README.md │ │ ├── Tests │ │ ├── ExecutableFinderTest.php │ │ ├── NonStopableProcess.php │ │ ├── PhpExecutableFinderTest.php │ │ ├── PhpProcessTest.php │ │ ├── PipeStdinInStdoutStdErrStreamSelect.php │ │ ├── ProcessBuilderTest.php │ │ ├── ProcessFailedExceptionTest.php │ │ ├── ProcessTest.php │ │ ├── ProcessUtilsTest.php │ │ └── SignalListener.php │ │ ├── composer.json │ │ └── phpunit.xml.dist ├── pipeline.php ├── stock.php ├── svc.php ├── svr.php ├── svr1.php ├── write.csv └── write.php └── vendor ├── autoload.php ├── composer ├── ClassLoader.php ├── LICENSE ├── autoload_classmap.php ├── autoload_namespaces.php ├── autoload_psr4.php ├── autoload_real.php ├── autoload_static.php └── installed.json └── nancheng └── pfinal-array ├── .idea ├── copyright │ └── profiles_settings.xml ├── dictionaries │ └── qiuzi.xml ├── encodings.xml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── pfinal-array.iml ├── php.xml ├── vcs.xml └── workspace.xml ├── README.md ├── composer.json ├── example └── arrayTest.php └── src ├── PFarr.php └── build ├── Base.php ├── PFArrFormat.php └── PFArrToCsv.php /.idea/PHP-ML-study.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/encodings.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/php.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /composer.json: -------------------------------------------------------------------------------- 1 | { 2 | "require": { 3 | "php-ai/php-ml": "dev-master", 4 | "nancheng/pfinal-array": "v0.2" 5 | } 6 | } 7 | -------------------------------------------------------------------------------- /data/languages.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/data/languages.csv -------------------------------------------------------------------------------- /doc/CART.md: -------------------------------------------------------------------------------- 1 | # 决策树（decision tree） 2 | 3 | 决策树（DecisionTree）是一个树结构（可以是二叉树或非二叉树）。 4 | 5 | 其每个非叶节点表示一个特征属性上的测试，每个分支代表这个特征属性在某个值域上的输出，而每个叶节点存放一个类别。 6 | 7 | 使用决策树进行决策的过程就是从根节点开始，测试待分类项中相应的特征属性，并按照其值选择输出分支，直到到达叶子节点，将叶子节点存放的类别作为决策结果。 8 | 9 | 不同于贝叶斯算法，决策树的构造过程不依赖领域知识，它使用属性选择度量来选择将元组最好地划分成不同的类的属性。所谓决策树的构造就是进行属性选择度量确定各个特征属性之间的拓扑结构。 10 | 11 | 构造决策树的关键步骤是分裂属性。所谓分裂属性就是在某个节点处按照某一特征属性的不同划分构造不同的分支，其目标是让各个分裂子集尽可能地“纯”。 12 | 13 | 尽可能“纯”就是尽量让一个分裂子集中待分类项属于同一类别。 14 | 15 | 分裂属性分为三种不同的情况： 16 | 17 | 1、属性是离散值且不要求生成二叉决策树。此时用属性的每一个划分作为一个分支。 18 | 19 | 2、属性是离散值且要求生成二叉决策树。此时使用属性划分的一个子集进行测试，按照“属于此子集”和“不属于此子集”分成两个分支。 20 | 21 | 3、属性是连续值。此时确定一个值作为分裂点split_point，按照>split_point和<=split_point生成两个分支。 22 | 23 | 24 | 决策树CART算法即分类回归树算法: 25 | 26 | CART算法是一种二分递归分割技术，把当前样本划分为两个子样本，使得生成的每个非叶子结点都有两个分支， 27 | 因此CART算法生成的决策树是结构简洁的二叉树。由于CART算法构成的是一个二叉树，它在每一步的决策时只能 28 | 是“是”或者“否”，即使一个feature有多个取值，也是把数据分为两部分。 29 | 30 | 在CART算法中主要分为两个步骤 31 | 32 | （1）将样本递归划分进行建树过程 33 | 34 | （2）用验证数据进行剪枝 -------------------------------------------------------------------------------- /doc/CM.md: -------------------------------------------------------------------------------- 1 | # 混淆矩阵（Confusion Matrix 2 | 3 | 混淆矩阵的每一列代表了预测类别，每一列的总数表示预测为该类别的数据的数目； 4 | 每一行代表了数据的真实归属类别，每一行的数据总数表示该类别的数据实例的数目。 5 | 每一列中的数值表示真实数据被预测为该类的数目：如下图， 6 | 第一行第一列中的43表示有43个实际归属第一类的实例被预测为第一类， 7 | 同理，第二行第一列的2表示有2个实际归属为第二类的实例被错误预测为第一类。 8 | 9 | 如有150个样本数据，这些数据分成3类，每类50个。 10 | 11 | 分类结束后得到的混淆矩阵为： 12 | 13 | ![](../image/1.png) 14 | 15 | 每一行之和为50，表示50个样本， 16 | 第一行说明类1的50个样本有43个分类正确，5个错分为类2，2个错分为类3 17 | 18 | 19 | > 20 | 21 | 有时，我们可能希望得到分类器算法的更详细的性能。 22 | 能够详细揭示性能的一种可视化方法是引入一个称为混淆矩阵（confusion matrix）的表格。 23 | 混淆矩阵的行代表测试样本的真实类别，而列代表分类器所预测出的类别。 24 | 25 | 它之所以名为混淆矩阵，是因为很容易通过这个矩阵看清楚算法产生混淆的地方。 26 | 27 | 下面以女运动员分类为例来展示这个矩阵。 28 | 29 | 假设我们有一个由100名女子体操运动员、100名WNBA篮球运动员及100名女子马拉松运动员的属性构成的数据集。 30 | 31 | 我们利用10折交叉验证法对分类器进行评估。在10折交叉测试中，每个实例正好只被测试过一次。 32 | 33 | 上述测试的结果可能如下面的混淆矩阵所示： 34 | 35 | |体操运动员|篮球运动员|马拉松运动员| 36 | |-------|------|------| 37 | |体操运动员|83|0|17| 38 | |篮球运动员|0|92|8| 39 | |马拉松运动员|9|16|85| 40 | 41 | 42 | 同前面一样，每一行代表实例实际属于的类别，每一列代表的是分类器预测的类别。 43 | 44 | 因此，上述表格表明，有83个体操运动员被正确分类，但是却有17个被错分为马拉松运动员。 45 | 46 | 92个篮球运动员被正确分类，但是却有8个被错分为马拉松运动员。 47 | 48 | 85名马拉松运动员被正确分类，但是却有8个人被错分为体操运动员，还有16个人被错分为篮球运动员。 49 | 50 | 混淆矩阵的对角线给出了正确分类的实例数目。 51 | 52 | ||体操运动员|篮球运动员|马拉松运动员| 53 | |-----|-----|-----|-----| 54 | |体操运动员|83|0|17| 55 | |篮球运动员|0|92|8| 56 | |马拉松运动员|9|16|85| 57 | 58 | 上述表格中，算法的精确率为： 59 | 60 | 通过观察上述矩阵很容易了解分类器的错误类型。 61 | 62 | 在本例当中，分类器在区分体操运动员和篮球运动员上表现得相当不错，而有时体操运动员和篮球运动员却会被误判为马拉松运动员， 63 | 64 | 马拉松运动员有时被误判为体操运动员或篮球运动员。 -------------------------------------------------------------------------------- /doc/Cross.md: -------------------------------------------------------------------------------- 1 | # 交叉验证 2 | 3 | 交叉验证的基本思想是把在某种意义下将原始数据(dataset)进行分组, 4 | 一部分做为训练集(train set), 5 | 另一部分做为验证集(validation set or test set), 6 | 首先用训练集对分类器进行训练,再利用验证集来测试训练得到的模型(model),以此来做为评价分类器的性能指标。 7 | 8 | 9 | - 随机分割 [例如:A](../RandomSpilt.php) 10 | 11 | 交叉验证最简单的方法之一就是实现RandomSpilt类。样本分为两组：训练组和测试组。您可以调整每个组的样本数量。 12 | 13 | - 分层随机分割 [例如:B](../StratifiedRandomSplit.php) 14 | 15 | 类似于RandomSpilt类样本被划分到两个组：列车组和试验组。样本的分布考虑到了他们的目标，并试图平分他们。您可以调整每个组的样本数量。 -------------------------------------------------------------------------------- /doc/DBSCAN.md: -------------------------------------------------------------------------------- 1 | # DBSCAN 密度的聚类算法 2 | 3 | > 参考 http://www.jianshu.com/p/e8dd62bec026 4 | 5 | DBSCAN算法中将数据点分为一下三类： 6 | 7 | 1. 核心点。在半径Eps内含有超过MinPts数目的点 8 | 2. 边界点。在半径Eps内点的数量小于MinPts，但是落在核心点的邻域内 9 | 3. 噪音点。既不是核心点也不是边界点的点 10 | 11 | 12 | DBSCAN算法的显著优点是聚类能够有效处理噪声点和发现任意形状的空间聚类. 13 | 14 | # DBSCAN 下的第三个参数 距离对象算法 15 | 16 | 1. 欧几里德距离(默认) - Euclidean 17 | 18 | > 欧几里德算法又称辗 转相除法，是指用于计算两个正整数a，b的最大公约数。 19 | 20 | > 应用领域有数学和计算机两个方面。计算公式gcd(a,b) = gcd(b,a mod b)。 21 | 22 | PHP-ML 中的 应用 如 [欧几里德距离](../euclidean.php) 23 | 24 | 2. 曼哈顿距离 - Manhattan 25 | 26 | ![](../image/mh.jpg) 27 | 28 | 图中红线代表曼哈顿距离，绿色代表欧氏距离，也就是直线距离，而蓝色和黄色代表等价的曼哈顿距离 29 | 30 | PHP-ML 中的 应用 如 [曼哈顿距离](../euclidean.php) 31 | 32 | 3. 切比雪夫距离 - Chebyshev distance 33 | 34 | ![](../image/qb.jpg) 35 | 36 | ``` 37 | 国际象棋玩过么？ 38 | 39 | 国王走一步能够移动到相邻的8个方格中的任意一个。 40 | 41 | 那么国王从格子(x1,y1)走到格子(x2,y2)最少需要多少步？自己走走试试。 42 | 43 | 你会发现最少步数总是max( | x2-x1 | , | y2-y1 | ) 步 。 44 | 45 | 有一种类似的一种距离度量方法叫切比雪夫距离。 46 | 47 | 　　(1)二维平面两点a(x1,y1)与b(x2,y2)间的切比雪夫距离 48 | 49 | 　　(2)两个n维向量a(x11,x12,…,x1n)与 b(x21,x22,…,x2n)间的切比雪夫距离 这个公式的另一种等价形式是 看不出两个公式是等价的？提示一下：试试用放缩法和夹逼法则来证明。 50 | 51 | 　　(3)Matlab计算切比雪夫距离 52 | 53 | 　　例子：计算向量(0,0)、(1,0)、(0,2)两两间的切比雪夫距离 54 | 55 | 　　X = [0 0 ; 1 0 ; 0 2] 56 | 57 | 　　D = pdist(X, 'chebychev') 58 | 59 | 　　结果： 60 | 　　D = 1 2 2 61 | 62 | ``` 63 | PHP-ML 中的 应用 如 [切比雪夫距离](../euclidean.php) 64 | 65 | 4. 闵可夫斯基距离 - Minkowski 66 | 67 | PHP-ML 中的 应用 如 [闵可夫斯基距离](../euclidean.php) 68 | -------------------------------------------------------------------------------- /doc/MLP.md: -------------------------------------------------------------------------------- 1 | # 感知器 2 | 3 | > 参考 [从多层感知器到卷积网络](http://blog.csdn.net/aws3217150/article/details/46405095) 4 | 5 | > 参考 [神经网络入门](http://www.ruanyifeng.com/blog/2017/07/neural-network.html) -------------------------------------------------------------------------------- /doc/SVR.md: -------------------------------------------------------------------------------- 1 | # SVR 支持向量回归算法 到 LS-SVR算法 2 | 3 | ### 支持向量机（SVM）、支持向量回归（SVR） 4 | 支持向量机（support vector machines）是一个二分类的分类模型（或者叫做分类器）。 5 | svm做的都是二元的分类，就是分为两类，所以分类结果就用｛－1，1｝ 6 | SVM考虑寻找一个满足分类要求的超平面,并且使训练集中的点距离分类面尽可能的远,也就是寻找一个分类面使它两侧的空白区域(margin)最大。 7 | 过两类样本中离分类面最近的点且平行于最优分类面的超平面上H1,H2的训练样本就叫做支持向量。 8 | 9 | > 参考 http://www.jianshu.com/p/ba31fb7fc52f 10 | 11 | > 参考 http://www.jianshu.com/p/c867e9234035 12 | 13 | > 参考 https://baike.baidu.com/item/svm/4385807?fr=aladdin 14 | 15 | > 参考 http://blog.csdn.net/alvine008/article/details/9097105 -------------------------------------------------------------------------------- /practice/ConfusionMatrix.php: -------------------------------------------------------------------------------- 1 | compute([4,2,3,'c','e'],['4', '5', '6', '11', '15', '16', '17', '20', '22', '24', '28', '30', '32', '33','34', '35', '36', '37', '38', '40', '41', '45', '49', '50', '63', '72']));exit; -------------------------------------------------------------------------------- /practice/Dbscan.php: -------------------------------------------------------------------------------- 1 | cluster($samples); 41 | PFarr::dd($data); 42 | // return [0=>[[1, 1], ...], 1=>[[8, 7], ...]] -------------------------------------------------------------------------------- /practice/Imputation.php: -------------------------------------------------------------------------------- 1 | transform($data); 18 | 19 | PFarr::dd($data); -------------------------------------------------------------------------------- /practice/Iris.php: -------------------------------------------------------------------------------- 1 | getSamples()); 12 | $samples = $dataset->getSamples(); 13 | $labels = $dataset->getTargets(); 14 | 15 | $classifier = new KNearestNeighbors($k=4,new Minkowski($lambda=4)); //导入邻近算法 16 | /*$classifier->train($samples, $labels); // 进行训练*/ 17 | 18 | 19 | var_dump($classifier->predict([3, 2])); //预测 20 | -------------------------------------------------------------------------------- /practice/Knn.php: -------------------------------------------------------------------------------- 1 | train($samples, $labels); 13 | $data = $classifier->predict([3, 2]); 14 | 15 | PFarr::dd($data); -------------------------------------------------------------------------------- /practice/MLP.php: -------------------------------------------------------------------------------- 1 | partialTrain( 14 | [[1, 0, 0, 0, 0], [0, 1, 0, 0, 0]], 15 | ['a', 'b'] 16 | ); 17 | 18 | //PFarr::dd(['a', $network->predict([1, 0, 0, 0, 0])]); 19 | PFarr::dd($network->predict([1, 0, 0, 0, 0])); 20 | 21 | 22 | 23 | $network->partialTrain( 24 | [[0, 0, 1, 1, 0], [1, 1, 1, 1, 1], [0, 0, 0, 0, 0]], 25 | ['a', 'a', 4] 26 | ); 27 | $this->assertEquals('a', $network->predict([0, 0, 1, 1, 0])); 28 | $this->assertEquals('a', $network->predict([1, 1, 1, 1, 1])); 29 | $this->assertEquals(4, $network->predict([0, 0, 0, 0, 0])); 30 | 31 | */ 32 | $layer1 = new Layer(2, Neuron::class, new PReLU); 33 | PFarr::dd($layer1); 34 | $layer2 = new Layer(2, Neuron::class, new Sigmoid); 35 | 36 | //第一个参数 输入层的数量 第二个参数 带有隐藏层结构的数组，每个值代表每个层中的神经元数量 37 | 38 | $mlp = new MLPClassifier(4, [$layer1, $layer2], ['a', 'b', 'c']); 39 | $mlp->train( 40 | $samples = [[1, 0, 0, 0], [0, 1, 1, 0], [1, 1, 1, 1], [0, 0, 0, 0]], 41 | $targets = ['a', 'a', 'b', 'c'] 42 | ); 43 | PFarr::dd($mlp->predict([[1, 1, 1, 1], [0, 0, 0, 0]])); 44 | -------------------------------------------------------------------------------- /practice/MP.php: -------------------------------------------------------------------------------- 1 | transform($samples); 16 | $data = $vectorizer->getVocabulary(); 17 | PFarr::dd($data); -------------------------------------------------------------------------------- /practice/Matrix.php: -------------------------------------------------------------------------------- 1 | toArray()); -------------------------------------------------------------------------------- /practice/RandomSpilt.php: -------------------------------------------------------------------------------- 1 | '; 21 | print_r($dataset_demp->getTrainSamples()); //训练的数据 22 | print_r($dataset_demp->getTrainLabels()); //训练的标记 23 | 24 | //随机取得测试数据 25 | echo '
';
26 | print_r($dataset_demp->getTestSamples()); //测试的数据
27 | print_r($dataset_demp->getTestLabels()); //测试的标记
28 | 
29 | 


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/practice/RandomSplit.php:
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 1 | getTrainSamples());
13 | PFarr::dd($randomSplit->getTestSamples());


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/practice/StratifiedRandomSplit.php:
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 1 | ';
19 | //print_r($split->getTrainSamples()); //训练的数据
20 | //print_r($split->getTrainLabels()); //训练的标记
21 | 
22 | //随机取得测试数据
23 | echo '
';
24 | //print_r($split->getTestSamples()); //测试的数据
25 | //print_r($split->getTestLabels()); //测试的标记
26 | 
27 | $regression = new SVR(Kernel::RBF, 3, 0.1, 10);
28 | $regression->train($split->getTrainSamples(), $split->getTrainLabels());
29 | $predicted = $regression->predict($split->getTestSamples());
30 | 
31 | foreach ($predicted as &$target) {
32 |     $target = round($target, 0);
33 | }
34 | echo 'Accuracy: ' . Accuracy::score($split->getTestLabels(), $predicted);


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/practice/TfIdfTransformer.php:
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 1 |  1, 1 => 1, 2 => 2, 3 => 1, 4 => 0, 5 => 0],
13 |     [0 => 1, 1 => 1, 2 => 0, 3 => 0, 4 => 2, 5 => 3],
14 | ];
15 | 
16 | 
17 | $transformer = new TfIdfTransformer($samples);
18 | $transformer->transform($samples);
19 | PFarr::dd($samples);
20 | 


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/practice/TokenCountVectorizer.php:
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 1 | transform($samples);
17 | 
18 | PFarr::dd($samples);


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/practice/apriori.php:
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 1 | train($samples, $labels);
33 | /**
34 |  * 假如顾客 购买了辣条 推荐用户的商品有
35 |  */
36 | PFarr::dd($associator->predict(['猫粮']));


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/practice/car_price.php:
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 1 | train($samples, $targets);
18 | //预测60000公里的车 在2018年 的价格
19 | $arr = $regression->predict([60000, 2018]);
20 | PFarr::dd($arr);
21 | 
22 | 
23 | 
24 | 


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/practice/cart.php:
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 1 | train($database->getSamples(),$database->getTargets());
13 | $res = $cart->predict([[1,0],[0,3],[3,1]]);
14 | 
15 | $report = new ClassificationReport($database->getTargets(), $res);
16 | PFarr::dd($report->getPrecision());


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/practice/cate.php:
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 1 | train($samples, $labels);
17 | $data = $nb->predict([['food']]);
18 | PFarr::dd($data);
19 | 


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/practice/demo.php:
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 1 | train($samples, $labels);
24 | 
25 | //预测样本标签使用 predict 方法。
26 | $arr = $associator1->predict(['alpha', 'beta', 'theta']);
27 | //var_dump($arr);
28 | 
29 | //生成关联规则简单地使用 rules 方法。
30 | $arr1 = $associator->getRules();
31 | var_dump($arr1);
32 | 
33 | //生成k-length频繁项集简单地使用 apriori 方法。
34 | 
35 | var_dump($associator->apriori());
36 | 


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/practice/euclidean.php:
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 1 | ';
 9 | /**
10 |  * 欧几里德距离
11 |  */
12 | $a = [4, 6];
13 | $b = [2, 5];
14 | 
15 | $euclidean = new Euclidean();
16 | $data = $euclidean->distance($a, $b);
17 | echo $data.'
';
18 | // return 2.2360679774998
19 | 
20 | 
21 | /**
22 |  * 曼哈顿距离
23 |  */
24 | $a1 = [4, 6];
25 | $b1 = [2, 5];
26 | 
27 | $manhattan = new Manhattan();
28 | $data_a = $manhattan->distance($a1, $b1);
29 | 
30 | echo $data_a.'
';
31 | 
32 | /**
33 |  * 切夫雪比距离
34 |  */
35 | 
36 | $a2 = [4, 6];
37 | $b2 = [2, 5];
38 | 
39 | $chebyshev = new Chebyshev();
40 | $data_b = $chebyshev->distance($a2, $b2);
41 | 
42 | echo $data_b.'
';
43 | // return 2
44 | 
45 | /**
46 |  * 闵可夫斯基距离
47 |  */
48 | 
49 | $a3 = [4, 6];
50 | $b3 = [2, 5];
51 | 
52 | $chebyshev = new Minkowski();
53 | $data_c = $chebyshev->distance($a3, $b3);
54 | 
55 | echo $data_c.'
';
56 | 
57 | /**
58 |  * 闵可夫斯基距离 - 带参数
59 |  */
60 | $a4 = [6, 10, 3];
61 | $b4 = [2, 5, 5];
62 | 
63 | $minkowski = new Minkowski($lambda = 5);
64 | $data_d =$minkowski->distance($a4, $b4);
65 | 
66 | echo $data_d.'
';


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/practice/kmeans.php:
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 1 | cluster($samples));


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/practice/language-simple.php:
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 1 | fit($samples);
31 | $vectorizer->transform($samples);
32 | 
33 | $transformer = new TfIdfTransformer($samples);
34 | $transformer->fit($samples);
35 | $transformer->transform($samples);
36 | 
37 | $dataset = new ArrayDataset($samples, $labels);
38 | $classifier = new SVC(Kernel::RBF, 10000);
39 | $classifier->train($samples,$labels);
40 | 
41 | 
42 | $testData = ['中'];
43 | 
44 | $vectorizer->fit($testData);
45 | $vectorizer->transform($testData);
46 | 
47 | PFarr::dd($classifier->predict($testData));


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/practice/language.php:
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 1 | getSamples() as $sample) {
24 |     $samples[] = $sample[0];
25 | }
26 | 
27 | $vectorizer->fit($samples);
28 | $vectorizer->transform($samples);
29 | $tfIdfTransformer->fit($samples);
30 | $tfIdfTransformer->transform($samples);
31 | 
32 | $dataset = new ArrayDataset($samples, $dataset->getTargets());
33 | 
34 | $randomSplit = new StratifiedRandomSplit($dataset, 0.1);  //样本分类
35 | 
36 | $classifier = new SVC(Kernel::RBF, 10000);
37 | 
38 | $classifier->train($randomSplit->getTrainSamples(), $randomSplit->getTrainLabels());
39 | $testpredictedLabels = $classifier->predict($randomSplit->getTestSamples());
40 | print_r($testpredictedLabels);// return  Array ( [0] => zh )
41 | exit;


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/practice/mlpclassifier.php:
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 1 | getTrainSamples());
16 | $mlp->train(
17 |     $samples = $castTrainSamples,
18 |     $targets = $split->getTrainLabels()
19 | );
20 | $castTestSamples = cast($split->getTestSamples());
21 | $predicted = $mlp->predict($castTestSamples);
22 | var_dump(Accuracy::score($split->getTestLabels(), $predicted));
23 | function cast($data) {
24 |     foreach ($data as $k => $v) {
25 |         foreach ($v as $k2 => $s) {
26 |             $float = (float) $s;
27 |             $data[$k][$k2] = $float;
28 |         }
29 |     }
30 |     return $data;
31 | }


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/practice/nb.php:
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 1 | train($samples, $labels);
17 | print_r($classifier->predict([[172,40]]));
18 | // return [-1, 1] 代表女生、男生
19 | exit;


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/practice/pepeline.php:
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 1 | train($samples, $targets);
31 | 
32 | $predicted = $pipeline->predict([[0, 0, 0]]);
33 | PFarr::dd($predicted);


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/practice/pic_classify/.idea/modules.xml:
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1 | 
2 | 
3 |   
4 |     
5 |       
6 |     
7 |   
8 | 


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/practice/pic_classify/.idea/pic_classify.iml:
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1 | 
2 | 
3 |   
4 |     
5 |     
6 |     
7 |   
8 | 


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/practice/pic_classify/classify.php:
--------------------------------------------------------------------------------
 1 | _/___.'  >'"".
23 |  *        | | :  `- \`.;`\ _ /`;.`/ - ` : | |
24 |  *        \  \ `-.   \_ __\ /__ _/   .-` /  /
25 |  *  ========`-.____`-.___\_____/___.-`____.-'========
26 |  *                       `=---='
27 |  *  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
28 |  *           佛祖保佑       永无BUG     永不修改
29 |  *
30 |  */
31 | 
32 | require __DIR__.'/vendor/autoload.php';
33 | 
34 | 


--------------------------------------------------------------------------------
/practice/pic_classify/common/helper.php:
--------------------------------------------------------------------------------
 1 | _/___.'  >'"".
23 |  *        | | :  `- \`.;`\ _ /`;.`/ - ` : | |
24 |  *        \  \ `-.   \_ __\ /__ _/   .-` /  /
25 |  *  ========`-.____`-.___\_____/___.-`____.-'========
26 |  *                       `=---='
27 |  *  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
28 |  *           佛祖保佑       永无BUG     永不修改
29 |  *
30 |  */
31 | 
32 | if (!function_exists('dd')) {
33 |     function dd($arr)
34 |     {
35 |         if (function_exists('dump')) {
36 |             dump($arr);exit;
37 |         }
38 |         echo '
';
39 |         var_dump($arr);
40 |         echo '
';
41 |         exit;
42 |     }
43 | }


--------------------------------------------------------------------------------
/practice/pic_classify/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "require": {
 3 |         "spatie/image": "^1.5",
 4 |         "nancheng/pfinal-array": "^0.2.0"
 5 |     },
 6 |     "autoload":{
 7 |         "files":["common/helper.php"]
 8 |     }
 9 | }
10 | 


--------------------------------------------------------------------------------
/practice/pic_classify/testImages/cats/1.jpg:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/practice/pic_classify/testImages/cats/1.jpg


--------------------------------------------------------------------------------
/practice/pic_classify/testImages/person/1.jpg:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/practice/pic_classify/testImages/person/1.jpg


--------------------------------------------------------------------------------
/practice/pic_classify/testImages/person/2.jpg:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/practice/pic_classify/testImages/person/2.jpg


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/autoload.php:
--------------------------------------------------------------------------------
1 |  $vendorDir . '/guzzlehttp/psr7/src/functions_include.php',
10 |     'b0bb28d4fd1217fce1b0755b3211f6a6' => $baseDir . '/common/helper.php',
11 | );
12 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/composer/autoload_namespaces.php:
--------------------------------------------------------------------------------
 1 |  array($vendorDir . '/nancheng/pfinal-array/src'),
10 |     'Symfony\\Component\\Process\\' => array($vendorDir . '/symfony/process'),
11 |     'Spatie\\TemporaryDirectory\\' => array($vendorDir . '/spatie/temporary-directory/src'),
12 |     'Spatie\\Image\\' => array($vendorDir . '/spatie/image/src'),
13 |     'Spatie\\ImageOptimizer\\' => array($vendorDir . '/spatie/image-optimizer/src'),
14 |     'Psr\\Log\\' => array($vendorDir . '/psr/log/Psr/Log'),
15 |     'Psr\\Http\\Message\\' => array($vendorDir . '/psr/http-message/src'),
16 |     'League\\Glide\\' => array($vendorDir . '/league/glide/src'),
17 |     'League\\Flysystem\\' => array($vendorDir . '/league/flysystem/src'),
18 |     'Intervention\\Image\\' => array($vendorDir . '/intervention/image/src/Intervention/Image'),
19 |     'GuzzleHttp\\Psr7\\' => array($vendorDir . '/guzzlehttp/psr7/src'),
20 | );
21 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/guzzlehttp/psr7/LICENSE:
--------------------------------------------------------------------------------
 1 | Copyright (c) 2015 Michael Dowling, https://github.com/mtdowling 
 2 | 
 3 | Permission is hereby granted, free of charge, to any person obtaining a copy
 4 | of this software and associated documentation files (the "Software"), to deal
 5 | in the Software without restriction, including without limitation the rights
 6 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 7 | copies of the Software, and to permit persons to whom the Software is
 8 | furnished to do so, subject to the following conditions:
 9 | 
10 | The above copyright notice and this permission notice shall be included in
11 | all copies or substantial portions of the Software.
12 | 
13 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
14 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
15 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
16 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
17 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
18 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
19 | THE SOFTWARE.
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/guzzlehttp/psr7/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "guzzlehttp/psr7",
 3 |     "type": "library",
 4 |     "description": "PSR-7 message implementation that also provides common utility methods",
 5 |     "keywords": ["request", "response", "message", "stream", "http", "uri", "url"],
 6 |     "license": "MIT",
 7 |     "authors": [
 8 |         {
 9 |             "name": "Michael Dowling",
10 |             "email": "mtdowling@gmail.com",
11 |             "homepage": "https://github.com/mtdowling"
12 |         },
13 |         {
14 |             "name": "Tobias Schultze",
15 |             "homepage": "https://github.com/Tobion"
16 |         }
17 |     ],
18 |     "require": {
19 |         "php": ">=5.4.0",
20 |         "psr/http-message": "~1.0"
21 |     },
22 |     "require-dev": {
23 |         "phpunit/phpunit": "~4.0"
24 |     },
25 |     "provide": {
26 |         "psr/http-message-implementation": "1.0"
27 |     },
28 |     "autoload": {
29 |         "psr-4": {
30 |             "GuzzleHttp\\Psr7\\": "src/"
31 |         },
32 |         "files": ["src/functions_include.php"]
33 |     },
34 |     "extra": {
35 |         "branch-alias": {
36 |             "dev-master": "1.4-dev"
37 |         }
38 |     }
39 | }
40 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/guzzlehttp/psr7/src/DroppingStream.php:
--------------------------------------------------------------------------------
 1 | stream = $stream;
23 |         $this->maxLength = $maxLength;
24 |     }
25 | 
26 |     public function write($string)
27 |     {
28 |         $diff = $this->maxLength - $this->stream->getSize();
29 | 
30 |         // Begin returning 0 when the underlying stream is too large.
31 |         if ($diff <= 0) {
32 |             return 0;
33 |         }
34 | 
35 |         // Write the stream or a subset of the stream if needed.
36 |         if (strlen($string) < $diff) {
37 |             return $this->stream->write($string);
38 |         }
39 | 
40 |         return $this->stream->write(substr($string, 0, $diff));
41 |     }
42 | }
43 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/guzzlehttp/psr7/src/LazyOpenStream.php:
--------------------------------------------------------------------------------
 1 | filename = $filename;
27 |         $this->mode = $mode;
28 |     }
29 | 
30 |     /**
31 |      * Creates the underlying stream lazily when required.
32 |      *
33 |      * @return StreamInterface
34 |      */
35 |     protected function createStream()
36 |     {
37 |         return stream_for(try_fopen($this->filename, $this->mode));
38 |     }
39 | }
40 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/guzzlehttp/psr7/src/NoSeekStream.php:
--------------------------------------------------------------------------------
 1 | getSize();
18 | 
19 |         for ($x=0; $x <= ($size->width-1); $x++) {
20 |             for ($y=0; $y <= ($size->height-1); $y++) {
21 |                 $colors[] = $image->pickColor($x, $y, 'array');
22 |             }
23 |         }
24 | 
25 |         $this->setOutput(md5(serialize($colors)));
26 | 
27 |         return true;
28 |     }
29 | }
30 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/CircleCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('numeric')->required()->value();
18 |         $x = $this->argument(1)->type('numeric')->required()->value();
19 |         $y = $this->argument(2)->type('numeric')->required()->value();
20 |         $callback = $this->argument(3)->type('closure')->value();
21 | 
22 |         $circle_classname = sprintf('\Intervention\Image\%s\Shapes\CircleShape',
23 |             $image->getDriver()->getDriverName());
24 | 
25 |         $circle = new $circle_classname($diameter);
26 | 
27 |         if ($callback instanceof Closure) {
28 |             $callback($circle);
29 |         }
30 | 
31 |         $circle->applyToImage($image, $x, $y);
32 | 
33 |         return true;
34 |     }
35 | }
36 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/EllipseCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('numeric')->required()->value();
18 |         $height = $this->argument(1)->type('numeric')->required()->value();
19 |         $x = $this->argument(2)->type('numeric')->required()->value();
20 |         $y = $this->argument(3)->type('numeric')->required()->value();
21 |         $callback = $this->argument(4)->type('closure')->value();
22 | 
23 |         $ellipse_classname = sprintf('\Intervention\Image\%s\Shapes\EllipseShape',
24 |             $image->getDriver()->getDriverName());
25 | 
26 |         $ellipse = new $ellipse_classname($width, $height);
27 | 
28 |         if ($callback instanceof Closure) {
29 |             $callback($ellipse);
30 |         }
31 | 
32 |         $ellipse->applyToImage($image, $x, $y);
33 | 
34 |         return true;
35 |     }
36 | }
37 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/ExifCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value();
25 | 
26 |         // try to read exif data from image file
27 |         $data = @exif_read_data($image->dirname .'/'. $image->basename);
28 | 
29 |         if (! is_null($key) && is_array($data)) {
30 |             $data = array_key_exists($key, $data) ? $data[$key] : false;
31 |         }
32 | 
33 |         $this->setOutput($data);
34 | 
35 |         return true;
36 |     }
37 | }
38 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/LineCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('numeric')->required()->value();
18 |         $y1 = $this->argument(1)->type('numeric')->required()->value();
19 |         $x2 = $this->argument(2)->type('numeric')->required()->value();
20 |         $y2 = $this->argument(3)->type('numeric')->required()->value();
21 |         $callback = $this->argument(4)->type('closure')->value();
22 | 
23 |         $line_classname = sprintf('\Intervention\Image\%s\Shapes\LineShape',
24 |             $image->getDriver()->getDriverName());
25 | 
26 |         $line = new $line_classname($x2, $y2);
27 | 
28 |         if ($callback instanceof Closure) {
29 |             $callback($line);
30 |         }
31 | 
32 |         $line->applyToImage($image, $x1, $y1);
33 | 
34 |         return true;
35 |     }
36 | }
37 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/OrientateCommand.php:
--------------------------------------------------------------------------------
 1 | exif('Orientation')) {
16 | 
17 |             case 2:
18 |                 $image->flip();
19 |                 break;
20 | 
21 |             case 3:
22 |                 $image->rotate(180);
23 |                 break;
24 | 
25 |             case 4:
26 |                 $image->rotate(180)->flip();
27 |                 break;
28 | 
29 |             case 5:
30 |                 $image->rotate(270)->flip();
31 |                 break;
32 | 
33 |             case 6:
34 |                 $image->rotate(270);
35 |                 break;
36 | 
37 |             case 7:
38 |                 $image->rotate(90)->flip();
39 |                 break;
40 | 
41 |             case 8:
42 |                 $image->rotate(90);
43 |                 break;
44 |         }
45 | 
46 |         return true;
47 |     }
48 | }
49 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/RectangleCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('numeric')->required()->value();
18 |         $y1 = $this->argument(1)->type('numeric')->required()->value();
19 |         $x2 = $this->argument(2)->type('numeric')->required()->value();
20 |         $y2 = $this->argument(3)->type('numeric')->required()->value();
21 |         $callback = $this->argument(4)->type('closure')->value();
22 | 
23 |         $rectangle_classname = sprintf('\Intervention\Image\%s\Shapes\RectangleShape',
24 |             $image->getDriver()->getDriverName());
25 | 
26 |         $rectangle = new $rectangle_classname($x1, $y1, $x2, $y2);
27 | 
28 |         if ($callback instanceof Closure) {
29 |             $callback($rectangle);
30 |         }
31 | 
32 |         $rectangle->applyToImage($image, $x1, $y1);
33 | 
34 |         return true;
35 |     }
36 | }
37 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/ResponseCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value();
18 |         $quality = $this->argument(1)->between(0, 100)->value();
19 | 
20 |         $response = new Response($image, $format, $quality);
21 | 
22 |         $this->setOutput($response->make());
23 | 
24 |         return true;
25 |     }
26 | }
27 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/StreamCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value();
17 |         $quality = $this->argument(1)->between(0, 100)->value();
18 | 
19 |         $this->setOutput(\GuzzleHttp\Psr7\stream_for(
20 |             $image->encode($format, $quality)->getEncoded()
21 |         ));
22 | 
23 |         return true;
24 |     }
25 | }


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Commands/TextCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->required()->value();
17 |         $x = $this->argument(1)->type('numeric')->value(0);
18 |         $y = $this->argument(2)->type('numeric')->value(0);
19 |         $callback = $this->argument(3)->type('closure')->value();
20 | 
21 |         $fontclassname = sprintf('\Intervention\Image\%s\Font',
22 |             $image->getDriver()->getDriverName());
23 | 
24 |         $font = new $fontclassname($text);
25 | 
26 |         if ($callback instanceof Closure) {
27 |             $callback($font);
28 |         }
29 | 
30 |         $font->applyToImage($image, $x, $y);
31 | 
32 |         return true;
33 |     }
34 | }
35 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Exception/ImageException.php:
--------------------------------------------------------------------------------
1 | size = is_numeric($size) ? intval($size) : self::DEFAULT_SIZE;
27 |     }
28 | 
29 |     /**
30 |      * Applies filter effects to given image
31 |      *
32 |      * @param  \Intervention\Image\Image $image
33 |      * @return \Intervention\Image\Image
34 |      */
35 |     public function applyFilter(\Intervention\Image\Image $image)
36 |     {
37 |         $image->pixelate($this->size);
38 |         $image->greyscale();
39 | 
40 |         return $image;
41 |     }
42 | }
43 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Filters/FilterInterface.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value();
16 | 
17 |         // clone current image resource
18 |         $clone = clone $image;
19 |         $image->setBackup($clone->getCore(), $backupName);
20 | 
21 |         return true;
22 |     }
23 | }
24 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/BlurCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(0, 100)->value(1);
16 | 
17 |         for ($i=0; $i < intval($amount); $i++) {
18 |             imagefilter($image->getCore(), IMG_FILTER_GAUSSIAN_BLUR);
19 |         }
20 | 
21 |         return true;
22 |     }
23 | }
24 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/BrightnessCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(-100, 100)->required()->value();
16 | 
17 |         return imagefilter($image->getCore(), IMG_FILTER_BRIGHTNESS, ($level * 2.55));
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/ColorizeCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(-100, 100)->required()->value();
16 |         $green = $this->argument(1)->between(-100, 100)->required()->value();
17 |         $blue = $this->argument(2)->between(-100, 100)->required()->value();
18 | 
19 |         // normalize colorize levels
20 |         $red = round($red * 2.55);
21 |         $green = round($green * 2.55);
22 |         $blue = round($blue * 2.55);
23 | 
24 |         // apply filter
25 |         return imagefilter($image->getCore(), IMG_FILTER_COLORIZE, $red, $green, $blue);
26 |     }
27 | }
28 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/ContrastCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(-100, 100)->required()->value();
16 | 
17 |         return imagefilter($image->getCore(), IMG_FILTER_CONTRAST, ($level * -1));
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/DestroyCommand.php:
--------------------------------------------------------------------------------
 1 | getCore());
17 | 
18 |         // destroy backups
19 |         foreach ($image->getBackups() as $backup) {
20 |             imagedestroy($backup);
21 |         }
22 | 
23 |         return true;
24 |     }
25 | }
26 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/FitCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->required()->value();
18 |         $height = $this->argument(1)->type('digit')->value($width);
19 |         $constraints = $this->argument(2)->type('closure')->value();
20 |         $position = $this->argument(3)->type('string')->value('center');
21 | 
22 |         // calculate size
23 |         $cropped = $image->getSize()->fit(new Size($width, $height), $position);
24 |         $resized = clone $cropped;
25 |         $resized = $resized->resize($width, $height, $constraints);
26 | 
27 |         // modify image
28 |         $this->modify($image, 0, 0, $cropped->pivot->x, $cropped->pivot->y, $resized->getWidth(), $resized->getHeight(), $cropped->getWidth(), $cropped->getHeight());
29 | 
30 |         return true;
31 |     }
32 | }
33 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/FlipCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value('h');
16 | 
17 |         $size = $image->getSize();
18 |         $dst = clone $size;
19 | 
20 |         switch (strtolower($mode)) {
21 |             case 2:
22 |             case 'v':
23 |             case 'vert':
24 |             case 'vertical':
25 |                 $size->pivot->y = $size->height - 1;
26 |                 $size->height = $size->height * (-1);
27 |                 break;
28 | 
29 |             default:
30 |                 $size->pivot->x = $size->width - 1;
31 |                 $size->width = $size->width * (-1);
32 |                 break;
33 |         }
34 | 
35 |         return $this->modify($image, 0, 0, $size->pivot->x, $size->pivot->y, $dst->width, $dst->height, $size->width, $size->height);
36 |     }
37 | }
38 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/GammaCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('numeric')->required()->value();
16 | 
17 |         return imagegammacorrect($image->getCore(), 1, $gamma);
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/GetSizeCommand.php:
--------------------------------------------------------------------------------
 1 | setOutput(new Size(
18 |             imagesx($image->getCore()),
19 |             imagesy($image->getCore())
20 |         ));
21 | 
22 |         return true;
23 |     }
24 | }
25 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/GreyscaleCommand.php:
--------------------------------------------------------------------------------
 1 | getCore(), IMG_FILTER_GRAYSCALE);
16 |     }
17 | }
18 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/HeightenCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->required()->value();
16 |         $additionalConstraints = $this->argument(1)->type('closure')->value();
17 | 
18 |         $this->arguments[0] = null;
19 |         $this->arguments[1] = $height;
20 |         $this->arguments[2] = function ($constraint) use ($additionalConstraints) {
21 |             $constraint->aspectRatio();
22 |             if(is_callable($additionalConstraints))
23 |                 $additionalConstraints($constraint);
24 |         };
25 | 
26 |         return parent::execute($image);
27 |     }
28 | }
29 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/InsertCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->required()->value();
16 |         $position = $this->argument(1)->type('string')->value();
17 |         $x = $this->argument(2)->type('digit')->value(0);
18 |         $y = $this->argument(3)->type('digit')->value(0);
19 | 
20 |         // build watermark
21 |         $watermark = $image->getDriver()->init($source);
22 | 
23 |         // define insertion point
24 |         $image_size = $image->getSize()->align($position, $x, $y);
25 |         $watermark_size = $watermark->getSize()->align($position);
26 |         $target = $image_size->relativePosition($watermark_size);
27 | 
28 |         // insert image at position
29 |         imagealphablending($image->getCore(), true);
30 |         return imagecopy($image->getCore(), $watermark->getCore(), $target->x, $target->y, 0, 0, $watermark_size->width, $watermark_size->height);
31 |     }
32 | }
33 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/InterlaceCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('bool')->value(true);
16 | 
17 |         imageinterlace($image->getCore(), $mode);
18 | 
19 |         return true;
20 |     }
21 | }
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/InvertCommand.php:
--------------------------------------------------------------------------------
 1 | getCore(), IMG_FILTER_NEGATE);
16 |     }
17 | }
18 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/OpacityCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(0, 100)->required()->value();
16 | 
17 |         // get size of image
18 |         $size = $image->getSize();
19 | 
20 |         // build temp alpha mask
21 |         $mask_color = sprintf('rgba(0, 0, 0, %.1F)', $transparency / 100);
22 |         $mask = $image->getDriver()->newImage($size->width, $size->height, $mask_color);
23 | 
24 |         // mask image
25 |         $image->mask($mask->getCore(), true);
26 | 
27 |         return true;
28 |     }
29 | }
30 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/PickColorCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->required()->value();
18 |         $y = $this->argument(1)->type('digit')->required()->value();
19 |         $format = $this->argument(2)->type('string')->value('array');
20 | 
21 |         // pick color
22 |         $color = imagecolorat($image->getCore(), $x, $y);
23 | 
24 |         if ( ! imageistruecolor($image->getCore())) {
25 |             $color = imagecolorsforindex($image->getCore(), $color);
26 |             $color['alpha'] = round(1 - $color['alpha'] / 127, 2);
27 |         }
28 | 
29 |         $color = new Color($color);
30 | 
31 |         // format to output
32 |         $this->setOutput($color->format($format));
33 | 
34 |         return true;
35 |     }
36 | }
37 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/PixelCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->required()->value();
18 |         $color = new Color($color);
19 |         $x = $this->argument(1)->type('digit')->required()->value();
20 |         $y = $this->argument(2)->type('digit')->required()->value();
21 | 
22 |         return imagesetpixel($image->getCore(), $x, $y, $color->getInt());
23 |     }
24 | }
25 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/PixelateCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->value(10);
16 | 
17 |         return imagefilter($image->getCore(), IMG_FILTER_PIXELATE, $size, true);
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/ResetCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value();
16 | 
17 |         if (is_resource($backup = $image->getBackup($backupName))) {
18 | 
19 |             // destroy current resource
20 |             imagedestroy($image->getCore());
21 | 
22 |             // clone backup
23 |             $backup = $image->getDriver()->cloneCore($backup);
24 | 
25 |             // reset to new resource
26 |             $image->setCore($backup);
27 | 
28 |             return true;
29 |         }
30 | 
31 |         throw new \Intervention\Image\Exception\RuntimeException(
32 |             "Backup not available. Call backup() before reset()."
33 |         );
34 |     }
35 | }
36 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/RotateCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('numeric')->required()->value();
18 |         $color = $this->argument(1)->value();
19 |         $color = new Color($color);
20 | 
21 |         // restrict rotations beyond 360 degrees, since the end result is the same
22 |         $angle %= 360;
23 | 
24 |         // rotate image
25 |         $image->setCore(imagerotate($image->getCore(), $angle, $color->getInt()));
26 | 
27 |         return true;
28 |     }
29 | }
30 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/SharpenCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(0, 100)->value(10);
16 | 
17 |         // build matrix
18 |         $min = $amount >= 10 ? $amount * -0.01 : 0;
19 |         $max = $amount * -0.025;
20 |         $abs = ((4 * $min + 4 * $max) * -1) + 1;
21 |         $div = 1;
22 | 
23 |         $matrix = [
24 |             [$min, $max, $min],
25 |             [$max, $abs, $max],
26 |             [$min, $max, $min]
27 |         ];
28 | 
29 |         // apply the matrix
30 |         return imageconvolution($image->getCore(), $matrix, $div, 0);
31 |     }
32 | }
33 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Commands/WidenCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->required()->value();
16 |         $additionalConstraints = $this->argument(1)->type('closure')->value();
17 | 
18 |         $this->arguments[0] = $width;
19 |         $this->arguments[1] = null;
20 |         $this->arguments[2] = function ($constraint) use ($additionalConstraints) {
21 |             $constraint->aspectRatio();
22 |             if(is_callable($additionalConstraints))
23 |                 $additionalConstraints($constraint);
24 |         };
25 | 
26 |         return parent::execute($image);
27 |     }
28 | }
29 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Shapes/CircleShape.php:
--------------------------------------------------------------------------------
 1 | width = is_numeric($diameter) ? intval($diameter) : $this->diameter;
24 |         $this->height = is_numeric($diameter) ? intval($diameter) : $this->diameter;
25 |         $this->diameter = is_numeric($diameter) ? intval($diameter) : $this->diameter;
26 |     }
27 | 
28 |     /**
29 |      * Draw current circle on given image
30 |      *
31 |      * @param  Image   $image
32 |      * @param  int     $x
33 |      * @param  int     $y
34 |      * @return boolean
35 |      */
36 |     public function applyToImage(Image $image, $x = 0, $y = 0)
37 |     {
38 |         return parent::applyToImage($image, $x, $y);
39 |     }
40 | }
41 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Gd/Shapes/PolygonShape.php:
--------------------------------------------------------------------------------
 1 | points = $points;
25 |     }
26 | 
27 |     /**
28 |      * Draw polygon on given image
29 |      *
30 |      * @param  Image   $image
31 |      * @param  int     $x
32 |      * @param  int     $y
33 |      * @return boolean
34 |      */
35 |     public function applyToImage(Image $image, $x = 0, $y = 0)
36 |     {
37 |         $background = new Color($this->background);
38 |         imagefilledpolygon($image->getCore(), $this->points, intval(count($this->points) / 2), $background->getInt());
39 |         
40 |         if ($this->hasBorder()) {
41 |             $border_color = new Color($this->border_color);
42 |             imagesetthickness($image->getCore(), $this->border_width);
43 |             imagepolygon($image->getCore(), $this->points, intval(count($this->points) / 2), $border_color->getInt());
44 |         }
45 |     
46 |         return true;
47 |     }
48 | }
49 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/ImageServiceProviderLeague.php:
--------------------------------------------------------------------------------
 1 | config = $config;
29 |     }
30 | 
31 |     /**
32 |      * Register the server provider.
33 |      *
34 |      * @return void
35 |      */
36 |     public function register()
37 |     {
38 |         $this->getContainer()->share('Intervention\Image\ImageManager', function () {
39 |             return new ImageManager($this->config);
40 |         });
41 |     }
42 | }
43 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/ImageServiceProviderLumen.php:
--------------------------------------------------------------------------------
 1 | app;
17 | 
18 |         // merge default config
19 |         $this->mergeConfigFrom(
20 |           __DIR__.'/../../config/config.php',
21 |           'image'
22 |         );
23 | 
24 |         // set configuration
25 |         $app->configure('image');
26 | 
27 |         // create image
28 |         $app->singleton('image',function ($app) {
29 |             return new ImageManager($app['config']->get('image'));
30 |         });
31 | 
32 |         $app->alias('image', 'Intervention\Image\ImageManager');
33 |     }
34 | }
35 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/BackupCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value();
16 | 
17 |         // clone current image resource
18 |         $clone = clone $image;
19 |         $image->setBackup($clone->getCore(), $backupName);
20 | 
21 |         return true;
22 |     }
23 | }
24 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/BlurCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(0, 100)->value(1);
16 | 
17 |         return $image->getCore()->blurImage(1 * $amount, 0.5 * $amount);
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/BrightnessCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(-100, 100)->required()->value();
16 | 
17 |         return $image->getCore()->modulateImage(100 + $level, 100, 100);
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/ContrastCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(-100, 100)->required()->value();
16 | 
17 |         return $image->getCore()->sigmoidalContrastImage($level > 0, $level / 4, 0);
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/DestroyCommand.php:
--------------------------------------------------------------------------------
 1 | getCore()->clear();
17 | 
18 |         // destroy backups
19 |         foreach ($image->getBackups() as $backup) {
20 |             $backup->clear();
21 |         }
22 | 
23 |         return true;
24 |     }
25 | }
26 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/FlipCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value('h');
16 | 
17 |         if (in_array(strtolower($mode), [2, 'v', 'vert', 'vertical'])) {
18 |             // flip vertical
19 |             return $image->getCore()->flipImage();
20 |         } else {
21 |             // flip horizontal
22 |             return $image->getCore()->flopImage();
23 |         }
24 |     }
25 | }
26 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/GammaCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('numeric')->required()->value();
16 | 
17 |         return $image->getCore()->gammaImage($gamma);
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/GetSizeCommand.php:
--------------------------------------------------------------------------------
 1 | getCore();
19 | 
20 |         $this->setOutput(new Size(
21 |             $core->getImageWidth(),
22 |             $core->getImageHeight()
23 |         ));
24 | 
25 |         return true;
26 |     }
27 | }
28 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/GreyscaleCommand.php:
--------------------------------------------------------------------------------
 1 | getCore()->modulateImage(100, 0, 100);
16 |     }
17 | }
18 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/HeightenCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->required()->value();
16 |         $additionalConstraints = $this->argument(1)->type('closure')->value();
17 | 
18 |         $this->arguments[0] = null;
19 |         $this->arguments[1] = $height;
20 |         $this->arguments[2] = function ($constraint) use ($additionalConstraints) {
21 |             $constraint->aspectRatio();
22 |             if(is_callable($additionalConstraints))
23 |                 $additionalConstraints($constraint);
24 |         };
25 | 
26 |         return parent::execute($image);
27 |     }
28 | }
29 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/InsertCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->required()->value();
16 |         $position = $this->argument(1)->type('string')->value();
17 |         $x = $this->argument(2)->type('digit')->value(0);
18 |         $y = $this->argument(3)->type('digit')->value(0);
19 | 
20 |         // build watermark
21 |         $watermark = $image->getDriver()->init($source);
22 | 
23 |         // define insertion point
24 |         $image_size = $image->getSize()->align($position, $x, $y);
25 |         $watermark_size = $watermark->getSize()->align($position);
26 |         $target = $image_size->relativePosition($watermark_size);
27 | 
28 |         // insert image at position
29 |         return $image->getCore()->compositeImage($watermark->getCore(), \Imagick::COMPOSITE_DEFAULT, $target->x, $target->y);
30 |     }
31 | }
32 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/InterlaceCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('bool')->value(true);
16 | 
17 |         if ($mode) {
18 |             $mode = \Imagick::INTERLACE_LINE;
19 |         } else {
20 |             $mode = \Imagick::INTERLACE_NO;
21 |         }
22 | 
23 |         $image->getCore()->setInterlaceScheme($mode);
24 | 
25 |         return true;
26 |     }
27 | }
28 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/InvertCommand.php:
--------------------------------------------------------------------------------
 1 | getCore()->negateImage(false);
16 |     }
17 | }
18 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/OpacityCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(0, 100)->required()->value();
16 |         
17 |         $transparency = $transparency > 0 ? (100 / $transparency) : 1000;
18 | 
19 |         return $image->getCore()->evaluateImage(\Imagick::EVALUATE_DIVIDE, $transparency, \Imagick::CHANNEL_ALPHA);
20 |     }
21 | }
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/PickColorCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->required()->value();
18 |         $y = $this->argument(1)->type('digit')->required()->value();
19 |         $format = $this->argument(2)->type('string')->value('array');
20 | 
21 |         // pick color
22 |         $color = new Color($image->getCore()->getImagePixelColor($x, $y));
23 | 
24 |         // format to output
25 |         $this->setOutput($color->format($format));
26 | 
27 |         return true;
28 |     }
29 | }
30 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/PixelCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->required()->value();
18 |         $color = new Color($color);
19 |         $x = $this->argument(1)->type('digit')->required()->value();
20 |         $y = $this->argument(2)->type('digit')->required()->value();
21 | 
22 |         // prepare pixel
23 |         $draw = new \ImagickDraw;
24 |         $draw->setFillColor($color->getPixel());
25 |         $draw->point($x, $y);
26 | 
27 |         // apply pixel
28 |         return $image->getCore()->drawImage($draw);
29 |     }
30 | }
31 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/PixelateCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->value(10);
16 | 
17 |         $width = $image->getWidth();
18 |         $height = $image->getHeight();
19 | 
20 |         $image->getCore()->scaleImage(max(1, ($width / $size)), max(1, ($height / $size)));
21 |         $image->getCore()->scaleImage($width, $height);
22 | 
23 |         return true;
24 |     }
25 | }
26 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/ResetCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value();
16 | 
17 |         $backup = $image->getBackup($backupName);
18 | 
19 |         if ($backup instanceof \Imagick) {
20 | 
21 |             // destroy current core
22 |             $image->getCore()->clear();
23 | 
24 |             // clone backup
25 |             $backup = clone $backup;
26 | 
27 |             // reset to new resource
28 |             $image->setCore($backup);
29 | 
30 |             return true;
31 |         }
32 | 
33 |         throw new \Intervention\Image\Exception\RuntimeException(
34 |             "Backup not available. Call backup({$backupName}) before reset()."
35 |         );
36 |     }
37 | }
38 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/ResizeCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->value();
16 |         $height = $this->argument(1)->value();
17 |         $constraints = $this->argument(2)->type('closure')->value();
18 | 
19 |         // resize box
20 |         $resized = $image->getSize()->resize($width, $height, $constraints);
21 | 
22 |         // modify image
23 |         $image->getCore()->scaleImage($resized->getWidth(), $resized->getHeight());
24 | 
25 |         return true;
26 |     }
27 | }
28 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/RotateCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('numeric')->required()->value();
18 |         $color = $this->argument(1)->value();
19 |         $color = new Color($color);
20 | 
21 |         // restrict rotations beyond 360 degrees, since the end result is the same
22 |         $angle %= 360;
23 | 
24 |         // rotate image
25 |         $image->getCore()->rotateImage($color->getPixel(), ($angle * -1));
26 | 
27 |         return true;
28 |     }
29 | }
30 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/SharpenCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->between(0, 100)->value(10);
16 | 
17 |         return $image->getCore()->unsharpMaskImage(1, 1, $amount / 6.25, 0);
18 |     }
19 | }
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Commands/WidenCommand.php:
--------------------------------------------------------------------------------
 1 | argument(0)->type('digit')->required()->value();
16 |         $additionalConstraints = $this->argument(1)->type('closure')->value();
17 | 
18 |         $this->arguments[0] = $width;
19 |         $this->arguments[1] = null;
20 |         $this->arguments[2] = function ($constraint) use ($additionalConstraints) {
21 |             $constraint->aspectRatio();
22 |             if(is_callable($additionalConstraints))
23 |                 $additionalConstraints($constraint);
24 |         };
25 | 
26 |         return parent::execute($image);
27 |     }
28 | }
29 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Imagick/Shapes/CircleShape.php:
--------------------------------------------------------------------------------
 1 | width = is_numeric($diameter) ? intval($diameter) : $this->diameter;
24 |         $this->height = is_numeric($diameter) ? intval($diameter) : $this->diameter;
25 |         $this->diameter = is_numeric($diameter) ? intval($diameter) : $this->diameter;
26 |     }
27 | 
28 |     /**
29 |      * Draw current circle on given image
30 |      *
31 |      * @param  Image   $image
32 |      * @param  int     $x
33 |      * @param  int     $y
34 |      * @return boolean
35 |      */
36 |     public function applyToImage(Image $image, $x = 0, $y = 0)
37 |     {
38 |         return parent::applyToImage($image, $x, $y);
39 |     }
40 | }
41 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/Intervention/Image/Point.php:
--------------------------------------------------------------------------------
 1 | x = is_numeric($x) ? intval($x) : 0;
30 |         $this->y = is_numeric($y) ? intval($y) : 0;
31 |     }
32 | 
33 |     /**
34 |      * Sets X coordinate
35 |      *
36 |      * @param int $x
37 |      */
38 |     public function setX($x)
39 |     {
40 |         $this->x = intval($x);
41 |     }
42 | 
43 |     /**
44 |      * Sets Y coordinate
45 |      *
46 |      * @param int $y
47 |      */
48 |     public function setY($y)
49 |     {
50 |         $this->y = intval($y);
51 |     }
52 | 
53 |     /**
54 |      * Sets both X and Y coordinate
55 |      *
56 |      * @param int $x
57 |      * @param int $y
58 |      */
59 |     public function setPosition($x, $y)
60 |     {
61 |         $this->setX($x);
62 |         $this->setY($y);
63 |     }
64 | }
65 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/intervention/image/src/config/config.php:
--------------------------------------------------------------------------------
 1 |  'gd'
19 | 
20 | ];
21 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/.gitattributes:
--------------------------------------------------------------------------------
1 | * text=auto


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/.gitignore:
--------------------------------------------------------------------------------
1 | build
2 | vendor
3 | docs/_site


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/.scrutinizer.yml:
--------------------------------------------------------------------------------
 1 | filter:
 2 |     paths: [src/*]
 3 |     excluded_paths: [tests/*]
 4 | checks:
 5 |     php:
 6 |         code_rating: true
 7 |         remove_extra_empty_lines: true
 8 |         remove_php_closing_tag: true
 9 |         remove_trailing_whitespace: true
10 |         fix_use_statements:
11 |             remove_unused: true
12 |             preserve_multiple: false
13 |             preserve_blanklines: true
14 |             order_alphabetically: true
15 |         fix_php_opening_tag: true
16 |         fix_linefeed: true
17 |         fix_line_ending: true
18 |         fix_identation_4spaces: true
19 |         fix_doc_comments: true
20 | tools:
21 |     external_code_coverage:
22 |         timeout: 600
23 |         runs: 3
24 |     php_code_coverage: false
25 |     php_code_sniffer:
26 |         config:
27 |             standard: PSR2
28 |         filter:
29 |             paths: ['src']
30 |     php_loc:
31 |         enabled: true
32 |         excluded_dirs: [vendor, test]
33 |     php_cpd:
34 |         enabled: true
35 |         excluded_dirs: [vendor, test]


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/.travis.yml:
--------------------------------------------------------------------------------
 1 | language: php
 2 | 
 3 | sudo: false
 4 | 
 5 | env:
 6 |   - COMPOSER_OPTS=""
 7 |   - COMPOSER_OPTS="--prefer-lowest"
 8 | 
 9 | php:
10 |   - 5.4
11 |   - 5.5
12 |   - 5.6
13 |   - 7.0
14 |   - 7.1
15 |   - 7.2
16 | 
17 | cache:
18 |   directories:
19 |     - $HOME/.composer/cache
20 | 
21 | before_install:
22 |   - travis_retry composer self-update
23 | 
24 | install:
25 |   - travis_retry composer update --no-interaction --prefer-source
26 | 
27 | script:
28 |   - phpunit --coverage-text --coverage-clover=coverage.clover
29 | 
30 | after_script:
31 |   - wget https://scrutinizer-ci.com/ocular.phar
32 |   - php ocular.phar code-coverage:upload --format=php-clover coverage.clover
33 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/CHANGELOG.md:
--------------------------------------------------------------------------------
1 | # Changelog
2 | 
3 | All notable changes to Glide can be found on [GitHub](https://github.com/thephpleague/glide/releases).
4 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/CONTRIBUTING.md:
--------------------------------------------------------------------------------
 1 | # Contributing
 2 | 
 3 | Contributions are **welcome** and will be fully **credited**.
 4 | 
 5 | We accept contributions via Pull Requests on [Github](https://github.com/thephpleague/glide).
 6 | 
 7 | ## Pull Requests
 8 | 
 9 | - **[PSR-2 Coding Standard](https://github.com/php-fig/fig-standards/blob/master/accepted/PSR-2-coding-style-guide.md)** - The easiest way to apply the conventions is to install [PHP Code Sniffer](http://pear.php.net/package/PHP_CodeSniffer).
10 | - **Add tests!** - Your patch won't be accepted if it doesn't have tests.
11 | - **Document any change in behaviour** - Make sure the `README.md` and any other relevant documentation are kept up-to-date.
12 | - **Consider our release cycle** - We try to follow [SemVer v2.0.0](http://semver.org/). Randomly breaking public APIs is not an option.
13 | - **Create feature branches** - Don't ask us to pull from your master branch.
14 | - **One pull request per feature** - If you want to do more than one thing, send multiple pull requests.
15 | - **Send coherent history** - Make sure each individual commit in your pull request is meaningful. If you had to make multiple intermediate commits while developing, please squash them before submitting.
16 | 
17 | ## Running Tests
18 | 
19 | ``` bash
20 | $ phpunit
21 | ```
22 | 
23 | **Happy coding**!


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/LICENSE:
--------------------------------------------------------------------------------
 1 | The MIT License (MIT)
 2 | 
 3 | Copyright (c) 2015 Jonathan Reinink 
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in
13 | all copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
21 | THE SOFTWARE.


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "league/glide",
 3 |     "description": "Wonderfully easy on-demand image manipulation library with an HTTP based API.",
 4 |     "keywords": [
 5 |         "league",
 6 |         "image",
 7 |         "processing",
 8 |         "manipulation",
 9 |         "editing",
10 |         "gd",
11 |         "imagemagick",
12 |         "imagick"
13 |     ],
14 |     "homepage": "http://glide.thephpleague.com",
15 |     "license": "MIT",
16 |     "authors" : [
17 |         {
18 |             "name": "Jonathan Reinink",
19 |             "email": "jonathan@reinink.ca",
20 |             "homepage": "http://reinink.ca"
21 |         }
22 |     ],
23 |     "require": {
24 |         "intervention/image": "^2.1",
25 |         "league/flysystem": "^1.0",
26 |         "php": "^5.4 | ^7.0",
27 |         "psr/http-message": "^1.0"
28 |     },
29 |     "require-dev": {
30 |         "mockery/mockery": "~0.9",
31 |         "phpunit/php-token-stream": "^1.4",
32 |         "phpunit/phpunit": "~4.4"
33 |     },
34 |     "autoload": {
35 |         "psr-4": {
36 |             "League\\Glide\\": "src/"
37 |         }
38 |     },
39 |     "extra": {
40 |         "branch-alias": {
41 |             "dev-master": "1.1-dev"
42 |         }
43 |     }
44 | }
45 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/docs/0.3/_data/project.yml:
--------------------------------------------------------------------------------
1 | title: TEST


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/practice/pic_classify/vendor/league/glide/docs/0.3/api/effects.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Effects
 4 | ---
 5 | 
 6 | # Effects
 7 | 
 8 | ## Blur `blur`
 9 | 
10 | Adds a blur effect to the image. Use values between `0` and `100`.
11 | 
12 | ~~~ html
13 | Performance intensive on larger amounts of blur with GD driver. Use with care.

19 | 
20 | ## Pixelate `pixel`
21 | 
22 | Applies a pixelation effect to the image. Use values between `0` and `1000`.
23 | 
24 | ~~~ html
25 | 
36 | ~~~
37 | 
38 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/0.3/kayaks.jpg?w=500&filt=sepia)](https://glide.herokuapp.com/0.3/kayaks.jpg?w=500&filt=sepia)


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/practice/pic_classify/vendor/league/glide/docs/0.3/api/output.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Output
 4 | ---
 5 | 
 6 | # Output
 7 | 
 8 | ## Quality `q`
 9 | 
10 | Defines the quality of the image. Use values between `0` and `100`. Defaults to `90`. Only relevant if the format is set to `jpg`.
11 | 
12 | ~~~ html
13 | 
25 | ~~~
26 | 
27 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/0.3/kayaks.jpg?w=500&fm=gif)](https://glide.herokuapp.com/0.3/kayaks.jpg?w=500&fm=gif)


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/practice/pic_classify/vendor/league/glide/docs/0.3/changelog.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Changelog
 4 | ---
 5 | 
 6 | # Changelog
 7 | 
 8 | All notable changes to Glide will be documented in this file.
 9 | 
10 | {% for release in site.github.releases %}
11 | ## [{{ release.name }}]({{ release.html_url }}) - {{ release.published_at | date: "%Y-%m-%d" }}
12 | {{ release.body | markdownify }}
13 | {% endfor %}


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/practice/pic_classify/vendor/league/glide/docs/0.3/config/base-url.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Base URL
 4 | ---
 5 | 
 6 | # Base URL
 7 | 
 8 | It's common to route all images under the path `/img/`. However, since Glide maps image request paths directly to the image source paths, you would have to have an `/img/` folder in your source location as well. For example:
 9 | 
10 | ~~~ js
11 | 'http://example.com/img/kayaks.jpg' => '/path/to/source/img/kayaks.jpg'
12 | 'http://example.com/img/users/jonathan.jpg' => '/path/to/source/img/users/jonathan.jpg'
13 | ~~~
14 | 
15 | Since this isn't ideal, Glide allows you to define a `base_url` which is omitted from the source path.
16 | 
17 | ## Set the base URL
18 | 
19 | ~~~ php
20 |  '/img/',
25 | ]);
26 | 
27 | // Set using setter method
28 | $server->setBaseUrl('/img/');
29 | ~~~
30 | 
31 | With the base URL configured, the new image source paths will no longer include `/img/`.
32 | 
33 | ~~~ js
34 | 'http://example.com/img/kayaks.jpg' => '/path/to/source/kayaks.jpg'
35 | 'http://example.com/img/users/jonathan.jpg' => '/path/to/source/users/jonathan.jpg'
36 | ~~~


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/practice/pic_classify/vendor/league/glide/docs/0.3/config/image-driver.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Image driver
 4 | ---
 5 | 
 6 | # Image driver
 7 | 
 8 | By default Glide uses the [GD](http://php.net/manual/en/book.image.php) library. However you can also use Glide with [ImageMagick](http://www.imagemagick.org/) if the [Imagick](http://php.net/manual/en/book.imagick.php) PHP extension is installed.
 9 | 
10 | ~~~ php
11 |  'imagick',
15 | ]);
16 | ~~~


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/practice/pic_classify/vendor/league/glide/docs/0.3/config/max-image-size.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Max image size
 4 | ---
 5 | 
 6 | # Max image size
 7 | 
 8 | In addition to [securing images](/config/secure-images/) with a signing key, you can also limit how large images can be generated. The following setting will set the maximum allowed total image size, in pixels.
 9 | 
10 | ~~~ php
11 |  2000*2000,
15 | ]);
16 | ~~~
17 | 
18 | Notice that Glide doesn't actually restrict the width or height, but rather the total image size. In the above example it would be `4000000px`. This accomplishes the exact same thing, while offering more flexibility with your image sizes.


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/docs/0.3/installation.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Installation
 4 | ---
 5 | 
 6 | # Installation
 7 | 
 8 | ## Using Composer
 9 | 
10 | Glide is available on [Packagist](https://packagist.org/packages/league/glide) and can be installed using [Composer](https://getcomposer.org/). This can be done by running the following command:
11 | 
12 | ~~~ bash
13 | composer require league/glide
14 | ~~~
15 | 
16 | Be sure to also include the Composer autoload file in your project:
17 | 
18 | ~~~ php
19 | 
14 | ~~~
15 | 
16 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/logo.png?w=400&bg=black)](https://glide.herokuapp.com/1.0/logo.png?w=500&bg=black)


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/practice/pic_classify/vendor/league/glide/docs/1.0/api/border.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Border
 4 | ---
 5 | 
 6 | # Border
 7 | 
 8 | ## Border `border`
 9 | 
10 | Add a border to the image. Required format: `width,color,method`.
11 | 
12 | ~~~ html
13 | 
14 | ~~~
15 | 
16 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&border=10,5000,overlay)](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&border=10,5000,overlay)
17 | 
18 | ### Width
19 | 
20 | Sets the border width in pixels, or using [relative dimensions](api/relative-dimensions/).
21 | 
22 | ### Color
23 | 
24 | Sets the border color. See [colors](api/colors/) for more information on the available color formats.
25 | 
26 | ### Method
27 | 
28 | Sets how the border will be displayed. Available options:
29 | 
30 | - `overlay`: Place border on top of image (default).
31 | - `shrink`: Shrink image within border (canvas does not change).
32 | - `expand`: Expands canvas to accommodate border.
33 | 
34 | ~~~ html
35 | 
36 | ~~~
37 | 
38 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&border=10,FFCC33,expand)](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&border=10,FFCC33,expand)


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/practice/pic_classify/vendor/league/glide/docs/1.0/api/effects.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Effects
 4 | ---
 5 | 
 6 | # Effects
 7 | 
 8 | ## Blur `blur`
 9 | 
10 | Adds a blur effect to the image. Use values between `0` and `100`.
11 | 
12 | ~~~ html
13 | Performance intensive on larger amounts of blur with GD driver. Use with care.

19 | 
20 | ## Pixelate `pixel`
21 | 
22 | Applies a pixelation effect to the image. Use values between `0` and `1000`.
23 | 
24 | ~~~ html
25 | 
36 | ~~~
37 | 
38 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&filt=sepia)](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&filt=sepia)


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/practice/pic_classify/vendor/league/glide/docs/1.0/api/encode.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Encode
 4 | ---
 5 | 
 6 | # Encode
 7 | 
 8 | ## Quality `q`
 9 | 
10 | Defines the quality of the image. Use values between `0` and `100`. Defaults to `90`. Only relevant if the format is set to `jpg`.
11 | 
12 | ~~~ html
13 | 
14 | ~~~
15 | 
16 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&q=25)](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&q=25)
17 | 
18 | 
19 | ## Format `fm`
20 | 
21 | Encodes the image to a specific format. Accepts `jpg`, `pjpg` (progressive jpeg), `png` or `gif`. Defaults to `jpg`.
22 | 
23 | ~~~ html
24 | 
25 | ~~~
26 | 
27 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&fm=gif)](https://glide.herokuapp.com/1.0/kayaks.jpg?w=500&fm=gif)


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/practice/pic_classify/vendor/league/glide/docs/1.0/api/flip.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Flip
 4 | ---
 5 | 
 6 | # Flip
 7 | 
 8 | ## Flip `flip`
 9 | 
10 | Flips the image. Accepts `v`, `h` and `both`.
11 | 
12 | ~~~ html
13 | 
14 | ~~~
15 | 
16 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/kayaks.jpg?h=500&flip=v)](https://glide.herokuapp.com/1.0/kayaks.jpg?h=500&flip=v)
17 | 


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/practice/pic_classify/vendor/league/glide/docs/1.0/api/orientation.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Orientation
 4 | ---
 5 | 
 6 | # Orientation
 7 | 
 8 | ## Orientation `or`
 9 | 
10 | Rotates the image. Accepts `auto`, `0`, `90`, `180` or `270`. Default is `auto`. The `auto` option uses Exif data to automatically orient images correctly.
11 | 
12 | ~~~ html
13 | 
14 | ~~~
15 | 
16 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/kayaks.jpg?h=500&or=90)](https://glide.herokuapp.com/1.0/kayaks.jpg?h=500&or=90)


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/practice/pic_classify/vendor/league/glide/docs/1.0/api/pixel-density.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Pixel Density
 4 | ---
 5 | 
 6 | # Pixel Density
 7 | 
 8 | ## Device pixel ratio `dpr`
 9 | 
10 | The device pixel ratio is used to easily convert between CSS pixels and device pixels. This makes it possible to display images at the correct pixel density on a variety of devices such as Apple devices with Retina Displays and Android devices. You must specify either a width, a height, or both for this parameter to work. The default is 1. The maximum value that can be set for dpr is 8.
11 | 
12 | ~~~ html
13 | 
14 | ~~~
15 | 
16 | [![© Photo Joel Reynolds](https://glide.herokuapp.com/1.0/kayaks.jpg?w=250&dpr=2)](https://glide.herokuapp.com/1.0/kayaks.jpg?w=250&dpr=2)


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/practice/pic_classify/vendor/league/glide/docs/1.0/api/relative-dimensions.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Relative dimensions
 4 | ---
 5 | 
 6 | # Relative dimensions
 7 | 
 8 | Relative dimensions allow you to specify a width or height value as a percentage of the main image. This is helpful for features like watermarks and borders.
 9 | 
10 | To use a relative dimension, simply provide a percentage as a number (between `0` and `100`), followed by a `w` (width) or `h` (height). For example, `5w` represents 5% of the width of the main image.
11 | 
12 | ~~~ html
13 | 
14 | ~~~


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/practice/pic_classify/vendor/league/glide/docs/1.0/changelog.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Changelog
 4 | ---
 5 | 
 6 | # Changelog
 7 | 
 8 | All notable changes to Glide will be documented in this file.
 9 | 
10 | {% for release in site.github.releases %}
11 | ## [{{ release.name }}]({{ release.html_url }}) - {{ release.published_at | date: "%Y-%m-%d" }}
12 | {{ release.body | markdownify }}
13 | {% endfor %}
14 | 


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/practice/pic_classify/vendor/league/glide/docs/1.0/config/image-driver.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Image driver
 4 | ---
 5 | 
 6 | # Image driver
 7 | 
 8 | By default Glide uses the [GD](http://php.net/manual/en/book.image.php) library. However you can also use Glide with [ImageMagick](http://www.imagemagick.org/) if the [Imagick](http://php.net/manual/en/book.imagick.php) PHP extension is installed.
 9 | 
10 | ~~~ php
11 |  'gd',
17 | 
18 |     // Use ImageMagick
19 |     'driver' => 'imagick',
20 | ]);
21 | ~~~


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/practice/pic_classify/vendor/league/glide/docs/1.0/config/integrations/cakephp.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: CakePHP integration
 4 | ---
 5 | 
 6 | # CakePHP integration
 7 | 
 8 | If your application uses the [CakePHP](http://cakephp.org/) framework, you can use the `CakeResponseFactory`.
 9 | 
10 | 
This adapter requires CakePHP 3 or newer.

11 | 
12 | ## Installation
13 | 
14 | ~~~ bash
15 | composer require league/glide-cake
16 | ~~~
17 | 
18 | ## Configuration
19 | 
20 | ~~~ php
21 |  new CakeResponseFactory()
28 | ]);
29 | ~~~


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/practice/pic_classify/vendor/league/glide/docs/1.0/config/integrations/psr-7.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: PSR-7 integration
 4 | ---
 5 | 
 6 | # PSR-7 integration
 7 | 
 8 | Glide ships with the `PsrResponseFactory` class, allowing you to use any [PSR-7](http://www.php-fig.org/psr/psr-7/) compliant library. However, since Glide only depends on the PSR-7 interfaces, it cannot actually create the `Response` or `Stream` objects. Instead, you must provide them.
 9 | 
10 | ## Configuration
11 | 
12 | The following example uses the [Zend Diactoros](https://github.com/zendframework/zend-diactoros) library, but any PSR-7 compatible package will work.
13 | 
14 | ~~~ php
15 |  new PsrResponseFactory(new Response(), function ($stream) {
24 |         return new Stream($stream);
25 |     }),
26 | ]);
27 | ~~~
28 | 
29 | ## Vendor specific adapters
30 | 
31 | However, for simplicity, Glide provides a vendor specific PSR-7 adapters to make this easier:
32 | 
33 | - [Slim](/1.0/config/integrations/slim/)
34 | - [Zend](/1.0/config/integrations/zend/)


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/practice/pic_classify/vendor/league/glide/docs/1.0/config/integrations/slim.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Slim integration
 4 | ---
 5 | 
 6 | # Slim integration
 7 | 
 8 | If your application uses [Slim](http://www.slimframework.com/) framework, you can use the `SlimResponseFactory`.
 9 | 
10 | 
This adapter requires Slim 3 or newer, which is based on PSR-7.

11 | 
12 | ## Installation
13 | 
14 | ~~~ bash
15 | composer require league/slim
16 | ~~~
17 | 
18 | ## Configuration
19 | 
20 | ~~~ php
21 |  new SlimResponseFactory(),
28 | ]);
29 | ~~~


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/practice/pic_classify/vendor/league/glide/docs/1.0/config/integrations/symfony.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Symfony (HttpFoundation) integration
 4 | ---
 5 | 
 6 | # Symfony integration
 7 | 
 8 | If your application uses the [Symfony](https://symfony.com/) framework or anything that uses the `HttpFoundation` library, you can use the `SymfonyResponseFactory`.
 9 | 
10 | ## Installation
11 | 
12 | ~~~ bash
13 | composer require league/glide-symfony
14 | ~~~
15 | 
16 | ## Configuration
17 | 
18 | ~~~ php
19 |  new SymfonyResponseFactory()
26 | ]);
27 | ~~~


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/practice/pic_classify/vendor/league/glide/docs/1.0/config/integrations/zend.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Zend integration
 4 | ---
 5 | 
 6 | # Zend integration
 7 | 
 8 | If your application uses the [Zend Diactoros](https://github.com/zendframework/zend-diactoros) package, for example within the [Zend Expressive](http://framework.zend.com/expressive), you can use the `ZendResponseFactory`.
 9 | 
10 | ## Installation
11 | 
12 | ~~~ bash
13 | composer require league/glide-zend
14 | ~~~
15 | 
16 | ## Configuration
17 | 
18 | ~~~ php
19 |  new ZendResponseFactory(),
26 | ]);
27 | ~~~
28 | 


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/practice/pic_classify/vendor/league/glide/docs/1.0/installation.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Installation
 4 | ---
 5 | 
 6 | # Installation
 7 | 
 8 | ## Using Composer
 9 | 
10 | Glide is available on [Packagist](https://packagist.org/packages/league/glide) and can be installed using [Composer](https://getcomposer.org/). This can be done by running the following command:
11 | 
12 | ~~~ bash
13 | composer require league/glide
14 | ~~~
15 | 
16 | Be sure to also include the Composer autoload file in your project:
17 | 
18 | ~~~ php
19 | See responses for more information about integrating with a specific framework.

37 | 
38 | ## Downloading .zip file
39 | 
40 | This project is also available for download as a `.zip` file on GitHub. Visit the [releases page](https://github.com/thephpleague/glide/releases), select the version you want, and click the "Source code (zip)" download button.


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/practice/pic_classify/vendor/league/glide/docs/1.0/screencasts.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | layout: default
 3 | title: Screencasts
 4 | ---
 5 | 
 6 | # Screencasts
 7 | 
 8 | - Using queues to eager generate images
 9 | - Installing Glide on Laravel 5.1
10 | - Installing Glide on Slim 3.0
11 | - Setting up Glide on standalone Heroku server


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/practice/pic_classify/vendor/league/glide/docs/CNAME:
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1 | glide.thephpleague.com


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/practice/pic_classify/vendor/league/glide/docs/_config.yml:
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1 | permalink: pretty


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/practice/pic_classify/vendor/league/glide/docs/_data/images.yml:
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1 | # Path to project specific favicon.ico, leave blank to use default
2 | favicon: /favicon.ico
3 | 
4 | # Path to project specific apple-touch-icon-precomposed.png, leave blank to use default
5 | apple_touch: /apple-touch-icon-precomposed.png
6 | 
7 | # Path to project logo
8 | logo: /logo.png


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/practice/pic_classify/vendor/league/glide/docs/_data/project.yml:
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1 | title: Glide
2 | tagline: HTTP based image manipulations
3 | description: Wonderfully easy on-demand image manipulation library with an HTTP based API.
4 | google_analytics_tracking_id: UA-46050814-13
5 | default_version: "1.0"


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/practice/pic_classify/vendor/league/glide/docs/apple-touch-icon-precomposed.png:
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https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/practice/pic_classify/vendor/league/glide/docs/apple-touch-icon-precomposed.png


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/practice/pic_classify/vendor/league/glide/docs/custom.js:
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1 | $(function() {
2 |     $('.versions').change(function (e) {
3 |         location.href = $(this).find('option:selected').data('url');
4 |     });
5 | });


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/practice/pic_classify/vendor/league/glide/docs/favicon.ico:
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https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/practice/pic_classify/vendor/league/glide/docs/favicon.ico


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/practice/pic_classify/vendor/league/glide/docs/logo.png:
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https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/practice/pic_classify/vendor/league/glide/docs/logo.png


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/practice/pic_classify/vendor/league/glide/phpunit.xml.dist:
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 1 | 
 2 | 
 3 |     
 4 |         
 5 |             tests/
 6 |         
 7 |     
 8 |     
 9 |         
10 |             src/
11 |         
12 |     
13 |     
14 |         
15 |         
16 |         
17 |         
18 |         
19 |     
20 | 


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/practice/pic_classify/vendor/league/glide/src/Api/ApiInterface.php:
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 1 | bg)) {
21 |             return $image;
22 |         }
23 | 
24 |         $color = (new Color($this->bg))->formatted();
25 | 
26 |         if ($color) {
27 |             $new = $image->getDriver()->newImage($image->width(), $image->height(), $color);
28 |             $new->mime = $image->mime;
29 |             $image = $new->insert($image, 'top-left', 0, 0);
30 |         }
31 | 
32 |         return $image;
33 |     }
34 | }
35 | 


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/practice/pic_classify/vendor/league/glide/src/Manipulators/BaseManipulator.php:
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 1 | params = $params;
22 | 
23 |         return $this;
24 |     }
25 | 
26 |     /**
27 |      * Get a specific manipulation param.
28 |      * @param  string $name The manipulation name.
29 |      * @return string The manipulation value.
30 |      */
31 |     public function __get($name)
32 |     {
33 |         if (array_key_exists($name, $this->params)) {
34 |             return $this->params[$name];
35 |         }
36 |     }
37 | 
38 |     /**
39 |      * Perform the image manipulation.
40 |      * @return Image The manipulated image.
41 |      */
42 |     abstract public function run(Image $image);
43 | }
44 | 


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/practice/pic_classify/vendor/league/glide/src/Manipulators/Blur.php:
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 1 | getBlur();
20 | 
21 |         if ($blur !== null) {
22 |             $image->blur($blur);
23 |         }
24 | 
25 |         return $image;
26 |     }
27 | 
28 |     /**
29 |      * Resolve blur amount.
30 |      * @return string The resolved blur amount.
31 |      */
32 |     public function getBlur()
33 |     {
34 |         if (!is_numeric($this->blur)) {
35 |             return;
36 |         }
37 | 
38 |         if ($this->blur < 0 or $this->blur > 100) {
39 |             return;
40 |         }
41 | 
42 |         return (int) $this->blur;
43 |     }
44 | }
45 | 


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/practice/pic_classify/vendor/league/glide/src/Manipulators/Brightness.php:
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 1 | getBrightness();
20 | 
21 |         if ($brightness !== null) {
22 |             $image->brightness($brightness);
23 |         }
24 | 
25 |         return $image;
26 |     }
27 | 
28 |     /**
29 |      * Resolve brightness amount.
30 |      * @return string The resolved brightness amount.
31 |      */
32 |     public function getBrightness()
33 |     {
34 |         if (!preg_match('/^-*[0-9]+$/', $this->bri)) {
35 |             return;
36 |         }
37 | 
38 |         if ($this->bri < -100 or $this->bri > 100) {
39 |             return;
40 |         }
41 | 
42 |         return (int) $this->bri;
43 |     }
44 | }
45 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/src/Manipulators/Contrast.php:
--------------------------------------------------------------------------------
 1 | getContrast();
20 | 
21 |         if ($contrast !== null) {
22 |             $image->contrast($contrast);
23 |         }
24 | 
25 |         return $image;
26 |     }
27 | 
28 |     /**
29 |      * Resolve contrast amount.
30 |      * @return string The resolved contrast amount.
31 |      */
32 |     public function getContrast()
33 |     {
34 |         if (!preg_match('/^-*[0-9]+$/', $this->con)) {
35 |             return;
36 |         }
37 | 
38 |         if ($this->con < -100 or $this->con > 100) {
39 |             return;
40 |         }
41 | 
42 |         return (int) $this->con;
43 |     }
44 | }
45 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/src/Manipulators/Flip.php:
--------------------------------------------------------------------------------
 1 | getFlip()) {
20 |             if ($flip === 'both') {
21 |                 return $image->flip('h')->flip('v');
22 |             }
23 | 
24 |             return $image->flip($flip);
25 |         }
26 | 
27 |         return $image;
28 |     }
29 | 
30 |     /**
31 |      * Resolve flip.
32 |      * @return string The resolved flip.
33 |      */
34 |     public function getFlip()
35 |     {
36 |         if (in_array($this->flip, ['h', 'v', 'both'], true)) {
37 |             return $this->flip;
38 |         }
39 |     }
40 | }
41 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/src/Manipulators/Gamma.php:
--------------------------------------------------------------------------------
 1 | getGamma();
20 | 
21 |         if ($gamma) {
22 |             $image->gamma($gamma);
23 |         }
24 | 
25 |         return $image;
26 |     }
27 | 
28 |     /**
29 |      * Resolve gamma amount.
30 |      * @return string The resolved gamma amount.
31 |      */
32 |     public function getGamma()
33 |     {
34 |         if (!preg_match('/^[0-9]\.*[0-9]*$/', $this->gam)) {
35 |             return;
36 |         }
37 | 
38 |         if ($this->gam < 0.1 or $this->gam > 9.99) {
39 |             return;
40 |         }
41 | 
42 |         return (double) $this->gam;
43 |     }
44 | }
45 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/src/Manipulators/Helpers/Dimension.php:
--------------------------------------------------------------------------------
 1 | image = $image;
29 |         $this->dpr = $dpr;
30 |     }
31 | 
32 |     /**
33 |      * Resolve the dimension.
34 |      * @param  string $value The dimension value.
35 |      * @return double The resolved dimension.
36 |      */
37 |     public function get($value)
38 |     {
39 |         if (is_numeric($value) and $value > 0) {
40 |             return (double) $value * $this->dpr;
41 |         }
42 | 
43 |         if (preg_match('/^(\d{1,2}(?!\d)|100)(w|h)$/', $value, $matches)) {
44 |             if ($matches[2] === 'h') {
45 |                 return (double) $this->image->height() * ($matches[1] / 100);
46 |             }
47 | 
48 |             return (double) $this->image->width() * ($matches[1] / 100);
49 |         }
50 |     }
51 | }
52 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/src/Manipulators/ManipulatorInterface.php:
--------------------------------------------------------------------------------
 1 | getOrientation();
20 | 
21 |         if ($orientation === 'auto') {
22 |             return $image->orientate();
23 |         }
24 | 
25 |         return $image->rotate($orientation);
26 |     }
27 | 
28 |     /**
29 |      * Resolve orientation.
30 |      * @return string The resolved orientation.
31 |      */
32 |     public function getOrientation()
33 |     {
34 |         if (in_array($this->or, ['auto', '0', '90', '180', '270'], true)) {
35 |             return $this->or;
36 |         }
37 | 
38 |         return 'auto';
39 |     }
40 | }
41 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/src/Manipulators/Pixelate.php:
--------------------------------------------------------------------------------
 1 | getPixelate();
20 | 
21 |         if ($pixelate !== null) {
22 |             $image->pixelate($pixelate);
23 |         }
24 | 
25 |         return $image;
26 |     }
27 | 
28 |     /**
29 |      * Resolve pixelate amount.
30 |      * @return string The resolved pixelate amount.
31 |      */
32 |     public function getPixelate()
33 |     {
34 |         if (!is_numeric($this->pixel)) {
35 |             return;
36 |         }
37 | 
38 |         if ($this->pixel < 0 or $this->pixel > 1000) {
39 |             return;
40 |         }
41 | 
42 |         return (int) $this->pixel;
43 |     }
44 | }
45 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/src/Manipulators/Sharpen.php:
--------------------------------------------------------------------------------
 1 | getSharpen();
20 | 
21 |         if ($sharpen !== null) {
22 |             $image->sharpen($sharpen);
23 |         }
24 | 
25 |         return $image;
26 |     }
27 | 
28 |     /**
29 |      * Resolve sharpen amount.
30 |      * @return string The resolved sharpen amount.
31 |      */
32 |     public function getSharpen()
33 |     {
34 |         if (!is_numeric($this->sharp)) {
35 |             return;
36 |         }
37 | 
38 |         if ($this->sharp < 0 or $this->sharp > 100) {
39 |             return;
40 |         }
41 | 
42 |         return (int) $this->sharp;
43 |     }
44 | }
45 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/src/Responses/ResponseFactoryInterface.php:
--------------------------------------------------------------------------------
 1 | assertSame('rgba(0, 0, 0, 1)', $color->formatted());
12 |     }
13 | 
14 |     public function testFourDigitColorCode()
15 |     {
16 |         $color = new Color('5000');
17 | 
18 |         $this->assertSame('rgba(0, 0, 0, 0.5)', $color->formatted());
19 |     }
20 | 
21 |     public function testSixDigitColorCode()
22 |     {
23 |         $color = new Color('000000');
24 | 
25 |         $this->assertSame('rgba(0, 0, 0, 1)', $color->formatted());
26 |     }
27 | 
28 |     public function testEightDigitColorCode()
29 |     {
30 |         $color = new Color('50000000');
31 | 
32 |         $this->assertSame('rgba(0, 0, 0, 0.5)', $color->formatted());
33 |     }
34 | 
35 |     public function testNamedColorCode()
36 |     {
37 |         $color = new Color('black');
38 | 
39 |         $this->assertSame('rgba(0, 0, 0, 1)', $color->formatted());
40 |     }
41 | 
42 |     public function testUnknownColor()
43 |     {
44 |         $color = new Color('unknown');
45 | 
46 |         $this->assertSame('rgba(255, 255, 255, 0)', $color->formatted());
47 |     }
48 | }
49 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/tests/Signatures/SignatureFactoryTest.php:
--------------------------------------------------------------------------------
 1 | assertInstanceOf('League\Glide\Signatures\Signature', SignatureFactory::create('example'));
10 |     }
11 | }
12 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/league/glide/tests/Urls/UrlBuilderFactoryTest.php:
--------------------------------------------------------------------------------
 1 | assertInstanceOf('League\Glide\Urls\UrlBuilder', $urlBuilder);
12 |         $this->assertEquals('/img/image.jpg', $urlBuilder->getUrl('image.jpg'));
13 |     }
14 | 
15 |     public function testCreateWithSignKey()
16 |     {
17 |         $urlBuilder = UrlBuilderFactory::create('img', 'example-sign-key');
18 | 
19 |         $this->assertEquals(
20 |             '/img/image.jpg?s=56020c3dc5f68487c14510343c3e2c43',
21 |             $urlBuilder->getUrl('image.jpg')
22 |         );
23 |     }
24 | 
25 |     public function testCreateWithSignKeyWithLeadingSlash()
26 |     {
27 |         $urlBuilder = UrlBuilderFactory::create('/img', 'example-sign-key');
28 | 
29 |         $this->assertEquals(
30 |             '/img/image.jpg?s=56020c3dc5f68487c14510343c3e2c43',
31 |             $urlBuilder->getUrl('image.jpg')
32 |         );
33 |     }
34 | }
35 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/copyright/profiles_settings.xml:
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1 | 
2 |   
3 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/dictionaries/qiuzi.xml:
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1 | 
2 |   
3 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/encodings.xml:
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1 | 
2 | 
3 |   
4 |     
5 |   
6 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/inspectionProfiles/Project_Default.xml:
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 1 | 
 2 |   
 3 |     
13 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/inspectionProfiles/profiles_settings.xml:
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1 | 
2 |   
3 |     
7 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/modules.xml:
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1 | 
2 | 
3 |   
4 |     
5 |       
6 |     
7 |   
8 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/pfinal-array.iml:
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1 | 
2 | 
3 |   
4 |     
5 |     
6 |     
7 |   
8 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/php.xml:
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1 | 
2 | 
3 |   
4 |     
5 |       
6 |     
7 |   
8 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/.idea/vcs.xml:
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1 | 
2 | 
3 |   
4 |     
5 |   
6 | 


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/practice/pic_classify/vendor/nancheng/pfinal-array/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "nancheng/pfinal-array",
 3 |     "description": "This is a PHP array manipulation middleware",
 4 |     "authors": [
 5 |         {
 6 |             "name": "小九",
 7 |             "email": "Lampxiezi@163.com",
 8 |             "homepage": "http://friday-go.cc/"
 9 |         }
10 |     ],
11 |     "homepage":"https://github.com/Neroxiezi/pfinal-array",
12 |     "license": "MIT",
13 |     "keywords": [
14 |         "pfinal",
15 |         "南丞",
16 |         "Q哥",
17 |         "array",
18 |         "php-array"
19 |     ],
20 | 
21 |     "require": {
22 |         "php": ">=5.4.0"
23 |     },
24 |     "autoload": {
25 |         "psr-4": {
26 |             "pf\\arr\\": "src/"
27 |         }
28 |     },
29 |     "autoload-dev": {
30 |         "psr-4": {
31 |             "example\\": "example"
32 |         }
33 |     }
34 | }
35 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/nancheng/pfinal-array/example/arrayTest.php:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/practice/pic_classify/vendor/nancheng/pfinal-array/example/arrayTest.php


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/practice/pic_classify/vendor/nancheng/pfinal-array/src/PFarr.php:
--------------------------------------------------------------------------------
 1 | pf_array_link = new Base();
11 |         return $this;
12 |     }
13 | 
14 |     public function __call($method, $params)
15 |     {
16 |         if (is_null($this->pf_array_link)) {
17 |             $this->driver();
18 |         }
19 |         if (method_exists($this->pf_array_link, $method)) {
20 |             return call_user_func_array([$this->pf_array_link, $method], $params);
21 |         }
22 |     }
23 | 
24 |     public static function single()
25 |     {
26 |         static $pf_array_link;
27 |         if (is_null($pf_array_link)) {
28 |             $pf_array_link = new static();
29 |         }
30 |         return $pf_array_link;
31 |     }
32 | 
33 |     public static function __callStatic($name, $arguments)
34 |     {
35 |         return call_user_func_array([static::single(), $name], $arguments);
36 |     }
37 | }


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/practice/pic_classify/vendor/nancheng/pfinal-array/src/build/PFArrToCsv.php:
--------------------------------------------------------------------------------
 1 | delimiter              = $delimiter;
12 |         $this->text_separator         = $text_separator;
13 |         $this->replace_text_separator = $replace_text_separator;
14 |         $this->line_delimiter         = $line_delimiter;
15 |         return $this;
16 |     }
17 |     public function convert($input) {
18 |         $lines = array();
19 |         foreach ($input as $v) {
20 |             $lines[] = $this->convertLine($v);
21 |         }
22 |         return implode($this->line_delimiter, $lines);
23 |     }
24 |     private function convertLine($line) {
25 |         $csv_line = array();
26 |         foreach ($line as $v) {
27 |             $csv_line[] = is_array($v) ?
28 |                 $this->convertLine($v) :
29 |                 $this->text_separator . str_replace($this->text_separator, $this->replace_text_separator, $v) . $this->text_separator;
30 |         }
31 |         return implode($this->delimiter, $csv_line);
32 |     }
33 | }


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/http-message/CHANGELOG.md:
--------------------------------------------------------------------------------
 1 | # Changelog
 2 | 
 3 | All notable changes to this project will be documented in this file, in reverse chronological order by release.
 4 | 
 5 | ## 1.0.1 - 2016-08-06
 6 | 
 7 | ### Added
 8 | 
 9 | - Nothing.
10 | 
11 | ### Deprecated
12 | 
13 | - Nothing.
14 | 
15 | ### Removed
16 | 
17 | - Nothing.
18 | 
19 | ### Fixed
20 | 
21 | - Updated all `@return self` annotation references in interfaces to use
22 |   `@return static`, which more closelly follows the semantics of the
23 |   specification.
24 | - Updated the `MessageInterface::getHeaders()` return annotation to use the
25 |   value `string[][]`, indicating the format is a nested array of strings.
26 | - Updated the `@link` annotation for `RequestInterface::withRequestTarget()`
27 |   to point to the correct section of RFC 7230.
28 | - Updated the `ServerRequestInterface::withUploadedFiles()` parameter annotation
29 |   to add the parameter name (`$uploadedFiles`).
30 | - Updated a `@throws` annotation for the `UploadedFileInterface::moveTo()`
31 |   method to correctly reference the method parameter (it was referencing an
32 |   incorrect parameter name previously).
33 | 
34 | ## 1.0.0 - 2016-05-18
35 | 
36 | Initial stable release; reflects accepted PSR-7 specification.
37 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/http-message/LICENSE:
--------------------------------------------------------------------------------
 1 | Copyright (c) 2014 PHP Framework Interoperability Group
 2 | 
 3 | Permission is hereby granted, free of charge, to any person obtaining a copy 
 4 | of this software and associated documentation files (the "Software"), to deal
 5 | in the Software without restriction, including without limitation the rights 
 6 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 
 7 | copies of the Software, and to permit persons to whom the Software is 
 8 | furnished to do so, subject to the following conditions:
 9 | 
10 | The above copyright notice and this permission notice shall be included in 
11 | all copies or substantial portions of the Software.
12 | 
13 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
14 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
15 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
16 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
17 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
18 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
19 | THE SOFTWARE.
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/http-message/README.md:
--------------------------------------------------------------------------------
 1 | PSR Http Message
 2 | ================
 3 | 
 4 | This repository holds all interfaces/classes/traits related to
 5 | [PSR-7](http://www.php-fig.org/psr/psr-7/).
 6 | 
 7 | Note that this is not a HTTP message implementation of its own. It is merely an
 8 | interface that describes a HTTP message. See the specification for more details.
 9 | 
10 | Usage
11 | -----
12 | 
13 | We'll certainly need some stuff in here.


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/http-message/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "psr/http-message",
 3 |     "description": "Common interface for HTTP messages",
 4 |     "keywords": ["psr", "psr-7", "http", "http-message", "request", "response"],
 5 |     "homepage": "https://github.com/php-fig/http-message",
 6 |     "license": "MIT",
 7 |     "authors": [
 8 |         {
 9 |             "name": "PHP-FIG",
10 |             "homepage": "http://www.php-fig.org/"
11 |         }
12 |     ],
13 |     "require": {
14 |         "php": ">=5.3.0"
15 |     },
16 |     "autoload": {
17 |         "psr-4": {
18 |             "Psr\\Http\\Message\\": "src/"
19 |         }
20 |     },
21 |     "extra": {
22 |         "branch-alias": {
23 |             "dev-master": "1.0.x-dev"
24 |         }
25 |     }
26 | }
27 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/log/.gitignore:
--------------------------------------------------------------------------------
1 | vendor
2 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/log/LICENSE:
--------------------------------------------------------------------------------
 1 | Copyright (c) 2012 PHP Framework Interoperability Group
 2 | 
 3 | Permission is hereby granted, free of charge, to any person obtaining a copy 
 4 | of this software and associated documentation files (the "Software"), to deal
 5 | in the Software without restriction, including without limitation the rights 
 6 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 
 7 | copies of the Software, and to permit persons to whom the Software is 
 8 | furnished to do so, subject to the following conditions:
 9 | 
10 | The above copyright notice and this permission notice shall be included in 
11 | all copies or substantial portions of the Software.
12 | 
13 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
14 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
15 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
16 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
17 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
18 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
19 | THE SOFTWARE.
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/log/Psr/Log/InvalidArgumentException.php:
--------------------------------------------------------------------------------
1 | logger = $logger;
25 |     }
26 | }
27 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/log/Psr/Log/NullLogger.php:
--------------------------------------------------------------------------------
 1 | logger) { }`
11 |  * blocks.
12 |  */
13 | class NullLogger extends AbstractLogger
14 | {
15 |     /**
16 |      * Logs with an arbitrary level.
17 |      *
18 |      * @param mixed  $level
19 |      * @param string $message
20 |      * @param array  $context
21 |      *
22 |      * @return void
23 |      */
24 |     public function log($level, $message, array $context = array())
25 |     {
26 |         // noop
27 |     }
28 | }
29 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/log/README.md:
--------------------------------------------------------------------------------
 1 | PSR Log
 2 | =======
 3 | 
 4 | This repository holds all interfaces/classes/traits related to
 5 | [PSR-3](https://github.com/php-fig/fig-standards/blob/master/accepted/PSR-3-logger-interface.md).
 6 | 
 7 | Note that this is not a logger of its own. It is merely an interface that
 8 | describes a logger. See the specification for more details.
 9 | 
10 | Usage
11 | -----
12 | 
13 | If you need a logger, you can use the interface like this:
14 | 
15 | ```php
16 | logger = $logger;
27 |     }
28 | 
29 |     public function doSomething()
30 |     {
31 |         if ($this->logger) {
32 |             $this->logger->info('Doing work');
33 |         }
34 | 
35 |         // do something useful
36 |     }
37 | }
38 | ```
39 | 
40 | You can then pick one of the implementations of the interface to get a logger.
41 | 
42 | If you want to implement the interface, you can require this package and
43 | implement `Psr\Log\LoggerInterface` in your code. Please read the
44 | [specification text](https://github.com/php-fig/fig-standards/blob/master/accepted/PSR-3-logger-interface.md)
45 | for details.
46 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/psr/log/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "psr/log",
 3 |     "description": "Common interface for logging libraries",
 4 |     "keywords": ["psr", "psr-3", "log"],
 5 |     "homepage": "https://github.com/php-fig/log",
 6 |     "license": "MIT",
 7 |     "authors": [
 8 |         {
 9 |             "name": "PHP-FIG",
10 |             "homepage": "http://www.php-fig.org/"
11 |         }
12 |     ],
13 |     "require": {
14 |         "php": ">=5.3.0"
15 |     },
16 |     "autoload": {
17 |         "psr-4": {
18 |             "Psr\\Log\\": "Psr/Log/"
19 |         }
20 |     },
21 |     "extra": {
22 |         "branch-alias": {
23 |             "dev-master": "1.0.x-dev"
24 |         }
25 |     }
26 | }
27 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/spatie/image/.editorconfig:
--------------------------------------------------------------------------------
 1 | ; This file is for unifying the coding style for different editors and IDEs.
 2 | ; More information at http://editorconfig.org
 3 | 
 4 | root = true
 5 | 
 6 | [*]
 7 | charset = utf-8
 8 | indent_size = 4
 9 | indent_style = space
10 | end_of_line = lf
11 | insert_final_newline = true
12 | trim_trailing_whitespace = true
13 | 
14 | [*.md]
15 | trim_trailing_whitespace = false
16 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/spatie/image/.styleci.yml:
--------------------------------------------------------------------------------
1 | preset: laravel
2 | 
3 | disabled:
4 |   - single_class_element_per_statement
5 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/spatie/image/LICENSE.md:
--------------------------------------------------------------------------------
 1 | The MIT License (MIT)
 2 | 
 3 | Copyright (c) Spatie bvba 
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in
13 | all copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
21 | THE SOFTWARE.
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/spatie/image/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "spatie/image",
 3 |     "description": "Manipulate images with an expressive API",
 4 |     "keywords": [
 5 |         "spatie",
 6 |         "image"
 7 |     ],
 8 |     "homepage": "https://github.com/spatie/image",
 9 |     "license": "MIT",
10 |     "authors": [
11 |         {
12 |             "name": "Freek Van der Herten",
13 |             "email": "freek@spatie.be",
14 |             "homepage": "https://spatie.be",
15 |             "role": "Developer"
16 |         }
17 |     ],
18 |     "require": {
19 |         "php": "^7.0",
20 |         "league/glide": "^1.2",
21 |         "spatie/image-optimizer": "^1.0",
22 |         "spatie/temporary-directory": "^1.0.0",
23 |         "symfony/process": "^3.0|^4.0"
24 |     },
25 |     "require-dev": {
26 |         "larapack/dd": "^1.1",
27 |         "phpunit/phpunit": "^6.0|^7.0",
28 |         "symfony/var-dumper": "^3.2"
29 |     },
30 |     "autoload": {
31 |         "psr-4": {
32 |             "Spatie\\Image\\": "src"
33 |         }
34 |     },
35 |     "autoload-dev": {
36 |         "psr-4": {
37 |             "Spatie\\Image\\Test\\": "tests"
38 |         }
39 |     },
40 |     "scripts": {
41 |         "test": "vendor/bin/phpunit"
42 |     },
43 |     "config": {
44 |         "sort-packages": true
45 |   }
46 | }
47 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/spatie/image/src/Exceptions/CouldNotConvert.php:
--------------------------------------------------------------------------------
 1 | 
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in
13 | all copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
21 | THE SOFTWARE.
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/spatie/temporary-directory/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "spatie/temporary-directory",
 3 |     "description": "Easily create, use and destroy temporary directories",
 4 |     "keywords": [
 5 |         "spatie",
 6 |         "temporary-directory"
 7 |     ],
 8 |     "homepage": "https://github.com/spatie/temporary-directory",
 9 |     "license": "MIT",
10 |     "authors": [
11 |         {
12 |             "name": "Alex Vanderbist",
13 |             "email": "alex@spatie.be",
14 |             "homepage": "https://spatie.be",
15 |             "role": "Developer"
16 |         }
17 |     ],
18 |     "require": {
19 |         "php": "^7.0"
20 |     },
21 |     "require-dev": {
22 |         "phpunit/phpunit": "^6.3"
23 |     },
24 |     "autoload": {
25 |         "psr-4": {
26 |             "Spatie\\TemporaryDirectory\\": "src"
27 |         }
28 |     },
29 |     "autoload-dev": {
30 |         "psr-4": {
31 |             "Spatie\\TemporaryDirectory\\Test\\": "tests"
32 |         }
33 |     },
34 |     "scripts": {
35 |         "test": "vendor/bin/phpunit"
36 |     },
37 |     "config": {
38 |         "sort-packages": true
39 |   }
40 | }
41 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/.gitignore:
--------------------------------------------------------------------------------
1 | vendor/
2 | composer.lock
3 | phpunit.xml
4 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/Exception/ExceptionInterface.php:
--------------------------------------------------------------------------------
 1 | 
 7 |  *
 8 |  * For the full copyright and license information, please view the LICENSE
 9 |  * file that was distributed with this source code.
10 |  */
11 | 
12 | namespace Symfony\Component\Process\Exception;
13 | 
14 | /**
15 |  * Marker Interface for the Process Component.
16 |  *
17 |  * @author Johannes M. Schmitt 
18 |  */
19 | interface ExceptionInterface
20 | {
21 | }
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/Exception/InvalidArgumentException.php:
--------------------------------------------------------------------------------
 1 | 
 7 |  *
 8 |  * For the full copyright and license information, please view the LICENSE
 9 |  * file that was distributed with this source code.
10 |  */
11 | 
12 | namespace Symfony\Component\Process\Exception;
13 | 
14 | /**
15 |  * InvalidArgumentException for the Process Component.
16 |  *
17 |  * @author Romain Neutron 
18 |  */
19 | class InvalidArgumentException extends \InvalidArgumentException implements ExceptionInterface
20 | {
21 | }
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/Exception/LogicException.php:
--------------------------------------------------------------------------------
 1 | 
 7 |  *
 8 |  * For the full copyright and license information, please view the LICENSE
 9 |  * file that was distributed with this source code.
10 |  */
11 | 
12 | namespace Symfony\Component\Process\Exception;
13 | 
14 | /**
15 |  * LogicException for the Process Component.
16 |  *
17 |  * @author Romain Neutron 
18 |  */
19 | class LogicException extends \LogicException implements ExceptionInterface
20 | {
21 | }
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/Exception/RuntimeException.php:
--------------------------------------------------------------------------------
 1 | 
 7 |  *
 8 |  * For the full copyright and license information, please view the LICENSE
 9 |  * file that was distributed with this source code.
10 |  */
11 | 
12 | namespace Symfony\Component\Process\Exception;
13 | 
14 | /**
15 |  * RuntimeException for the Process Component.
16 |  *
17 |  * @author Johannes M. Schmitt 
18 |  */
19 | class RuntimeException extends \RuntimeException implements ExceptionInterface
20 | {
21 | }
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/LICENSE:
--------------------------------------------------------------------------------
 1 | Copyright (c) 2004-2018 Fabien Potencier
 2 | 
 3 | Permission is hereby granted, free of charge, to any person obtaining a copy
 4 | of this software and associated documentation files (the "Software"), to deal
 5 | in the Software without restriction, including without limitation the rights
 6 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 7 | copies of the Software, and to permit persons to whom the Software is furnished
 8 | to do so, subject to the following conditions:
 9 | 
10 | The above copyright notice and this permission notice shall be included in all
11 | copies or substantial portions of the Software.
12 | 
13 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
14 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
15 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
16 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
17 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
18 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
19 | THE SOFTWARE.
20 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/README.md:
--------------------------------------------------------------------------------
 1 | Process Component
 2 | =================
 3 | 
 4 | The Process component executes commands in sub-processes.
 5 | 
 6 | Resources
 7 | ---------
 8 | 
 9 |   * [Documentation](https://symfony.com/doc/current/components/process.html)
10 |   * [Contributing](https://symfony.com/doc/current/contributing/index.html)
11 |   * [Report issues](https://github.com/symfony/symfony/issues) and
12 |     [send Pull Requests](https://github.com/symfony/symfony/pulls)
13 |     in the [main Symfony repository](https://github.com/symfony/symfony)
14 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/Tests/NonStopableProcess.php:
--------------------------------------------------------------------------------
 1 | 
 7 |  *
 8 |  * For the full copyright and license information, please view the LICENSE
 9 |  * file that was distributed with this source code.
10 |  */
11 | 
12 | /**
13 |  * Runs a PHP script that can be stopped only with a SIGKILL (9) signal for 3 seconds.
14 |  *
15 |  * @args duration Run this script with a custom duration
16 |  *
17 |  * @example `php NonStopableProcess.php 42` will run the script for 42 seconds
18 |  */
19 | function handleSignal($signal)
20 | {
21 |     switch ($signal) {
22 |         case SIGTERM:
23 |             $name = 'SIGTERM';
24 |             break;
25 |         case SIGINT:
26 |             $name = 'SIGINT';
27 |             break;
28 |         default:
29 |             $name = $signal.' (unknown)';
30 |             break;
31 |     }
32 | 
33 |     echo "signal $name\n";
34 | }
35 | 
36 | pcntl_signal(SIGTERM, 'handleSignal');
37 | pcntl_signal(SIGINT, 'handleSignal');
38 | 
39 | echo 'received ';
40 | 
41 | $duration = isset($argv[1]) ? (int) $argv[1] : 3;
42 | $start = microtime(true);
43 | 
44 | while ($duration > (microtime(true) - $start)) {
45 |     usleep(10000);
46 |     pcntl_signal_dispatch();
47 | }
48 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/Tests/SignalListener.php:
--------------------------------------------------------------------------------
 1 | 
 7 |  *
 8 |  * For the full copyright and license information, please view the LICENSE
 9 |  * file that was distributed with this source code.
10 |  */
11 | 
12 | pcntl_signal(SIGUSR1, function () { echo 'SIGUSR1'; exit; });
13 | 
14 | echo 'Caught ';
15 | 
16 | $n = 0;
17 | 
18 | while ($n++ < 400) {
19 |     usleep(10000);
20 |     pcntl_signal_dispatch();
21 | }
22 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "symfony/process",
 3 |     "type": "library",
 4 |     "description": "Symfony Process Component",
 5 |     "keywords": [],
 6 |     "homepage": "https://symfony.com",
 7 |     "license": "MIT",
 8 |     "authors": [
 9 |         {
10 |             "name": "Fabien Potencier",
11 |             "email": "fabien@symfony.com"
12 |         },
13 |         {
14 |             "name": "Symfony Community",
15 |             "homepage": "https://symfony.com/contributors"
16 |         }
17 |     ],
18 |     "require": {
19 |         "php": "^5.5.9|>=7.0.8"
20 |     },
21 |     "autoload": {
22 |         "psr-4": { "Symfony\\Component\\Process\\": "" },
23 |         "exclude-from-classmap": [
24 |             "/Tests/"
25 |         ]
26 |     },
27 |     "minimum-stability": "dev",
28 |     "extra": {
29 |         "branch-alias": {
30 |             "dev-master": "3.4-dev"
31 |         }
32 |     }
33 | }
34 | 


--------------------------------------------------------------------------------
/practice/pic_classify/vendor/symfony/process/phpunit.xml.dist:
--------------------------------------------------------------------------------
 1 | 
 2 | 
 3 | 
11 |     
12 |         
13 |     
14 | 
15 |     
16 |         
17 |             ./Tests/
18 |         
19 |     
20 | 
21 |     
22 |         
23 |             ./
24 |             
25 |                 ./Tests
26 |                 ./vendor
27 |             
28 |         
29 |     
30 | 
31 | 


--------------------------------------------------------------------------------
/practice/pipeline.php:
--------------------------------------------------------------------------------
 1 | train($samples, $targets);
30 | 
31 | $predicted = $pipeline->predict([[0, 0, 0]]);
32 | var_dump($predicted);


--------------------------------------------------------------------------------
/practice/stock.php:
--------------------------------------------------------------------------------
 1 | train($samples, $labels);
44 | /*
45 | 如果我们想知道2017年张氏股的涨势是什么样的，我们用最小二乘法逼近线性模型来进行预测
46 | */
47 | PFarr::dd($regression->predict([2017]));


--------------------------------------------------------------------------------
/practice/svc.php:
--------------------------------------------------------------------------------
 1 | train($samples, $labels);
12 | $pre_1 = $classifier->predict([3, 2]);
13 | // return 'b'
14 | $pre_2 = $classifier->predict([[3, 2], [1, 5]]);
15 | // return ['b', 'a']
16 | \pf\arr\PFarr::dd($pre_2);


--------------------------------------------------------------------------------
/practice/svr.php:
--------------------------------------------------------------------------------
 1 | train($samples, $labels);
25 | //找一下  190, 85这个点
26 | PFarr::dd($regression->predict([190, 85]));


--------------------------------------------------------------------------------
/practice/write.php:
--------------------------------------------------------------------------------
 1 | getSamples();
12 | $label = $dataset->getTargets();
13 | 
14 | $RandomForest = new RandomForest();
15 | $RandomForest->train($sample,$label);
16 | 
17 | $result = $RandomForest->predict($testset->getSamples()); //预测结果
18 | //var_dump($result);
19 | $csv=[];
20 | $csv[0]['PassengerId']='树苗ID';
21 | $csv[0]['Survived']='活下来了';
22 | //遍历预测结果
23 | foreach ($result as $k=>$value){
24 |     $csv[$k+1]['PassengerId']=$k+892;
25 |     $csv[$k+1]['Survived']=$value;
26 | }
27 | var_dump($csv);exit;
28 | $file = fopen('write.csv','a+b');
29 | $data = $csv;
30 | foreach ($data as $value){
31 |     fputcsv($file,$value);
32 | }
33 | fclose( $file);


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/vendor/autoload.php:
--------------------------------------------------------------------------------
1 |  array($vendorDir . '/nancheng/pfinal-array/src'),
10 |     'Phpml\\' => array($vendorDir . '/php-ai/php-ml/src'),
11 | );
12 | 


--------------------------------------------------------------------------------
/vendor/composer/autoload_static.php:
--------------------------------------------------------------------------------
 1 |  
11 |         array (
12 |             'pf\\arr\\' => 7,
13 |         ),
14 |         'P' => 
15 |         array (
16 |             'Phpml\\' => 6,
17 |         ),
18 |     );
19 | 
20 |     public static $prefixDirsPsr4 = array (
21 |         'pf\\arr\\' => 
22 |         array (
23 |             0 => __DIR__ . '/..' . '/nancheng/pfinal-array/src',
24 |         ),
25 |         'Phpml\\' => 
26 |         array (
27 |             0 => __DIR__ . '/..' . '/php-ai/php-ml/src',
28 |         ),
29 |     );
30 | 
31 |     public static function getInitializer(ClassLoader $loader)
32 |     {
33 |         return \Closure::bind(function () use ($loader) {
34 |             $loader->prefixLengthsPsr4 = ComposerStaticInit1ea4b2bb20f5bb883fbdb6dd3afbfada::$prefixLengthsPsr4;
35 |             $loader->prefixDirsPsr4 = ComposerStaticInit1ea4b2bb20f5bb883fbdb6dd3afbfada::$prefixDirsPsr4;
36 | 
37 |         }, null, ClassLoader::class);
38 |     }
39 | }
40 | 


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/vendor/nancheng/pfinal-array/.idea/copyright/profiles_settings.xml:
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1 | 
2 |   
3 | 


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/vendor/nancheng/pfinal-array/.idea/dictionaries/qiuzi.xml:
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1 | 
2 |   
3 | 


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/vendor/nancheng/pfinal-array/.idea/encodings.xml:
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1 | 
2 | 
3 |   
4 |     
5 |   
6 | 


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/vendor/nancheng/pfinal-array/.idea/inspectionProfiles/Project_Default.xml:
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 1 | 
 2 |   
 3 |     
13 | 


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/vendor/nancheng/pfinal-array/.idea/inspectionProfiles/profiles_settings.xml:
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1 | 
2 |   
3 |     
7 | 


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/vendor/nancheng/pfinal-array/.idea/modules.xml:
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1 | 
2 | 
3 |   
4 |     
5 |       
6 |     
7 |   
8 | 


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/vendor/nancheng/pfinal-array/.idea/pfinal-array.iml:
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1 | 
2 | 
3 |   
4 |     
5 |     
6 |     
7 |   
8 | 


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/vendor/nancheng/pfinal-array/.idea/php.xml:
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1 | 
2 | 
3 |   
4 |     
5 |       
6 |     
7 |   
8 | 


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/vendor/nancheng/pfinal-array/.idea/vcs.xml:
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1 | 
2 | 
3 |   
4 |     
5 |   
6 | 


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/vendor/nancheng/pfinal-array/composer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |     "name": "nancheng/pfinal-array",
 3 |     "description": "This is a PHP array manipulation middleware",
 4 |     "authors": [
 5 |         {
 6 |             "name": "小九",
 7 |             "email": "Lampxiezi@163.com",
 8 |             "homepage": "http://friday-go.cc/"
 9 |         }
10 |     ],
11 |     "homepage":"https://github.com/Neroxiezi/pfinal-array",
12 |     "license": "MIT",
13 |     "keywords": [
14 |         "pfinal",
15 |         "南丞",
16 |         "Q哥",
17 |         "array",
18 |         "php-array"
19 |     ],
20 | 
21 |     "require": {
22 |         "php": ">=5.4.0"
23 |     },
24 |     "autoload": {
25 |         "psr-4": {
26 |             "pf\\arr\\": "src/"
27 |         }
28 |     },
29 |     "autoload-dev": {
30 |         "psr-4": {
31 |             "example\\": "example"
32 |         }
33 |     }
34 | }
35 | 


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/vendor/nancheng/pfinal-array/example/arrayTest.php:
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https://raw.githubusercontent.com/pmlic/PHP-ML-study/700b10a92e3d45cb794458db6547e73ac9082e2a/vendor/nancheng/pfinal-array/example/arrayTest.php


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/vendor/nancheng/pfinal-array/src/PFarr.php:
--------------------------------------------------------------------------------
 1 | pf_array_link = new Base();
11 |         return $this;
12 |     }
13 | 
14 |     public function __call($method, $params)
15 |     {
16 |         if (is_null($this->pf_array_link)) {
17 |             $this->driver();
18 |         }
19 |         if (method_exists($this->pf_array_link, $method)) {
20 |             return call_user_func_array([$this->pf_array_link, $method], $params);
21 |         }
22 |     }
23 | 
24 |     public static function single()
25 |     {
26 |         static $pf_array_link;
27 |         if (is_null($pf_array_link)) {
28 |             $pf_array_link = new static();
29 |         }
30 |         return $pf_array_link;
31 |     }
32 | 
33 |     public static function __callStatic($name, $arguments)
34 |     {
35 |         return call_user_func_array([static::single(), $name], $arguments);
36 |     }
37 | }


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/vendor/nancheng/pfinal-array/src/build/PFArrToCsv.php:
--------------------------------------------------------------------------------
 1 | delimiter              = $delimiter;
12 |         $this->text_separator         = $text_separator;
13 |         $this->replace_text_separator = $replace_text_separator;
14 |         $this->line_delimiter         = $line_delimiter;
15 |         return $this;
16 |     }
17 |     public function convert($input) {
18 |         $lines = array();
19 |         foreach ($input as $v) {
20 |             $lines[] = $this->convertLine($v);
21 |         }
22 |         return implode($this->line_delimiter, $lines);
23 |     }
24 |     private function convertLine($line) {
25 |         $csv_line = array();
26 |         foreach ($line as $v) {
27 |             $csv_line[] = is_array($v) ?
28 |                 $this->convertLine($v) :
29 |                 $this->text_separator . str_replace($this->text_separator, $this->replace_text_separator, $v) . $this->text_separator;
30 |         }
31 |         return implode($this->delimiter, $csv_line);
32 |     }
33 | }


--------------------------------------------------------------------------------