├── .gitattributes ├── .gitignore ├── Assets ├── AutoML.png ├── BinaryClassification.png ├── BoxPlot.png ├── Clustering.png ├── FeatureContribution.png ├── FeatureImportance.png ├── FfmRecommendation.png ├── HeatMap.png ├── MulticlassClassification.png ├── Recommendation.png └── Regression.png ├── README.md ├── XamlBrewer.Uwp.MachineLearningSample.sln └── XamlBrewer.Uwp.MachineLearningSample ├── App.xaml ├── App.xaml.cs ├── Assets ├── Background.jpg ├── LockScreenLogo.scale-200.png ├── SplashScreen.scale-200.png ├── Square150x150Logo.scale-200.png ├── Square44x44Logo.scale-200.png ├── Square44x44Logo.targetsize-24_altform-unplated.png ├── StoreLogo.png ├── Wide310x150Logo.scale-200.png └── loading.json ├── Data ├── 2017-18_NBA_salary.csv ├── LasVegasTripAdvisorReviews.csv ├── Mall_Customers.csv ├── test.tsv ├── titanic.csv ├── training.tsv ├── winequality_white_test.csv └── winequality_white_train.csv ├── Models ├── Automation │ ├── AutomationData.cs │ ├── AutomationExperiment.cs │ └── AutomationModel.cs ├── BinaryClassification │ ├── BinaryClassificationData.cs │ ├── BinaryClassificationModel.cs │ ├── BinaryClassificationPrediction.cs │ └── MlContextExtensions.cs ├── Clustering │ ├── ClusteringData.cs │ ├── ClusteringModel.cs │ └── ClusteringPrediction.cs ├── FeatureAnalysis │ ├── ClusteringRawData.cs │ ├── CorrelationData.cs │ └── RegressionPercentage.cs ├── FeatureContribution │ ├── FeatureContribution.cs │ ├── FeatureContributionData.cs │ ├── FeatureContributionModel.cs │ └── FeatureContributionPrediction.cs ├── FeatureImportance │ ├── FeatureImportance.cs │ ├── FeatureImportanceData.cs │ └── FeatureImportanceModel.cs ├── FieldAwareFactorization │ ├── FfmRecommendationData.cs │ ├── FfmRecommendationModel.cs │ └── FfmRecommendationPrediction.cs ├── MulticlassClassification │ ├── MulticlassClassificationData.cs │ ├── MulticlassClassificationModel.cs │ └── MulticlassClassificationPrediction.cs ├── PredictionModel.cs ├── Recommendation │ ├── RecommendationData.cs │ ├── RecommendationModel.cs │ └── RecommendationPrediction.cs └── Regression │ ├── RegressionData.cs │ ├── RegressionModel.cs │ └── RegressionPrediction.cs ├── Mvvm ├── BindableBase.cs └── DelegateCommand.cs ├── Package.appxmanifest ├── Properties ├── AssemblyInfo.cs └── Default.rd.xml ├── Services ├── Activation │ ├── Activation.cs │ └── ActivationExtensions.cs ├── Icons │ ├── Icon.cs │ └── Icons.xaml ├── MachineLearning │ ├── MlDotNet.cs │ └── Statistics.cs ├── Navigation │ └── Navigation.cs └── Theming │ ├── Theme.cs │ └── Theme.xaml ├── ViewModels ├── AutomationPageViewModel.cs ├── BinaryClassificationPageViewModel.cs ├── BoxPlotPageViewModel.cs ├── ClassificationPageViewModel.cs ├── ClusteringPageViewModel.cs ├── FeatureContributionPageViewModel.cs ├── FeatureImportancePageViewModel.cs ├── FieldAwareFactorizationPageViewModel.cs ├── HeatMapPageViewModel.cs ├── MenuItem.cs ├── RecommendationPageViewModel.cs ├── RegressionPageViewModel.cs ├── ShellViewModel.cs └── ViewModelBase.cs ├── Views ├── AboutPage.xaml ├── AboutPage.xaml.cs ├── AutomationPage.xaml ├── AutomationPage.xaml.cs ├── BinaryClassificationPage.xaml ├── BinaryClassificationPage.xaml.cs ├── BoxPlotPage.xaml ├── BoxPlotPage.xaml.cs ├── ClassificationPage.xaml ├── ClassificationPage.xaml.cs ├── ClusteringPage.xaml ├── ClusteringPage.xaml.cs ├── FeatureContributionPage.xaml ├── FeatureContributionPage.xaml.cs ├── FeatureImportancePage.xaml ├── FeatureImportancePage.xaml.cs ├── FieldAwareFactorizationPage.xaml ├── FieldAwareFactorizationPage.xaml.cs ├── HeatMapPage.xaml ├── HeatMapPage.xaml.cs ├── HomePage.xaml ├── HomePage.xaml.cs ├── RecommendationPage.xaml ├── RecommendationPage.xaml.cs ├── RegressionPage.xaml ├── RegressionPage.xaml.cs ├── Shell.xaml └── Shell.xaml.cs └── XamlBrewer.Uwp.MachineLearningSample.csproj /.gitattributes: -------------------------------------------------------------------------------- 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