├── .gitignore ├── .nuget ├── NuGet.Config ├── NuGet.exe └── NuGet.targets ├── AzureDataLake ├── DecisionServiceDB │ ├── CB.usql │ ├── CB_E2E.usql │ ├── CCB.usql │ ├── CCB_E2E.usql │ ├── CCB_E2E_fast.usql │ ├── DanglingRewards.usql │ ├── DecisionServiceDB.usqldbproj │ ├── DecisionServiceExtractor.usql │ └── Statistics.usql ├── DecisionServiceExtractor.Test │ ├── CcbJsonParserTest.cs │ ├── DecisionServiceExtractor.Test.csproj │ ├── JsonParserTest.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ └── packages.config ├── DecisionServiceExtractor │ ├── CCBExtractor.cs │ ├── CbParser.cs │ ├── CcbParser.cs │ ├── ColumnInfo.cs │ ├── DecisionServiceExtractor.csproj │ ├── DecisionServiceExtractor.sln │ ├── FieldExpression.cs │ ├── HeaderOnly.cs │ ├── Helpers.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── SafeJsonReader.cs │ └── packages.config └── Scripts │ ├── ADF │ ├── CBStats.usql │ ├── CBStats.usql.cs │ ├── CCBStats.usql │ └── CCBStats.usql.cs │ ├── AggregateStatistics.usql │ ├── AggregateStatistics.usql.cs │ ├── DanglingRewardsAnalysis.usql │ ├── DanglingRewardsAnalysis.usql.cs │ ├── DanglingRewardsCCB.usql │ ├── DanglingRewardsCCB.usql.cs │ ├── Process.usql │ ├── Process.usql.cs │ ├── ProcessCCB.usql │ ├── ProcessCCB.usql.cs │ ├── Sample.usql │ ├── Sample.usql.cs │ └── Scripts.usqlproj ├── ContextExplorer ├── README.md ├── Simulated_Data_Generator │ ├── README.md │ ├── Simulated_Data_Generator.ipynb │ ├── config_data_generator.json │ └── vw_offline_utilities.py ├── config_context_explorer_example.json ├── context_explorer.py ├── report_template.html ├── run_context_explorer.py └── sample_output │ ├── Context_Explorer_NewTest_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.html │ ├── ce_report_screenshot.PNG │ ├── log_all_contexts_NewTest_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.xlsx │ └── pic │ ├── NewTest_1_1Audiowifi_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png │ ├── NewTest_1_1Audiowired_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png │ ├── NewTest_1_1Videowifi_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png │ ├── NewTest_1_1Videowired_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png │ ├── NewTest_All_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png │ ├── NewTest_GVCAudiowifi_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png │ ├── NewTest_GVCAudiowired_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png │ ├── NewTest_GVCVideowifi_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png │ └── NewTest_GVCVideowired_2020-02-13-2020-03-13_CallType_MediaType_NetworkType.png ├── Crawl ├── AzureMLTopic │ ├── AzureMLTopic.cs │ └── function.json ├── BlobCache.cs ├── BlobContent.cs ├── CacheItem.cs ├── CertificateUtil.cs ├── CognitiveService.cs ├── CognitiveServiceEmotion │ ├── CognitiveServiceEmotion.cs │ └── function.json ├── CognitiveServiceEntityLinking │ ├── CognitiveServiceEntityLinking.cs │ └── function.json ├── CognitiveServiceTextAnalytics │ ├── CognitiveServiceTextAnalytics.cs │ └── function.json ├── CognitiveServiceVision │ ├── CognitiveServiceVision.cs │ └── function.json ├── Constants.cs ├── Crawl.csproj ├── Crawl │ ├── Crawl.cs │ ├── HtmlExtractor.cs │ └── function.json ├── Data │ ├── CrawlRequest.cs │ ├── CrawlResponse.cs │ └── UrlHolder.cs ├── HttpCachedService.cs ├── KeyVaultHelper.cs ├── Properties │ └── AssemblyInfo.cs ├── RSS │ ├── RSS.cs │ └── function.json ├── RawStringConverter.cs ├── Services.cs ├── VideoIndexer │ ├── Breakdown │ │ ├── VideoBreakdown.cs │ │ ├── VideoBreakdownAudioEffects.cs │ │ ├── VideoBreakdownBreakdown.cs │ │ ├── VideoBreakdownContentModeration.cs │ │ ├── VideoBreakdownFace.cs │ │ ├── VideoBreakdownInsights.cs │ │ ├── VideoBreakdownSentiment.cs │ │ ├── VideoBreakdownSummarizedInsights.cs │ │ ├── VideoBreakdownTopic.cs │ │ ├── VideoBreakdownTranscriptBlock.cs │ │ └── VideoBreakdownTranscriptBlockLine.cs │ ├── Ooyala │ │ ├── JSON.cs │ │ ├── Ooyala.cs │ │ ├── OoyalaAPI.cs │ │ └── OoyalaVideo.cs │ ├── Search │ │ ├── VideoIndexerSearchResult.cs │ │ └── VideoIndexerSearchResultItem.cs │ ├── VideoIndexer.cs │ ├── VideoIndexerFeaturizer.cs │ └── function.json ├── Web.Debug.config ├── Web.Release.config ├── Web.config ├── host.json ├── packages.config └── readme.MD ├── DataScience ├── ActionSetVisualization.py ├── AzureUtil.py ├── DashboardMpi │ ├── dashboard_e2e.py │ └── helpers │ │ ├── command.py │ │ ├── constant.py │ │ ├── dashboard.py │ │ ├── environment.py │ │ ├── grid.py │ │ ├── input_provider.py │ │ ├── logger.py │ │ ├── pool.py │ │ ├── preprocessing.py │ │ ├── runtime.py │ │ ├── sweep.py │ │ └── vw.py ├── DataScience.py ├── DataScience.pyproj ├── DownloadBatchWorkFiles.py ├── Eval.py ├── Experimentation.py ├── ExperimentationAzure.py ├── FeatureImportance.py ├── Featurization.py ├── GenerateSampleData.py ├── InsertModelIdIntoTrackback.py ├── LogDownloader.py ├── RankRewardAnalyzer.py ├── Step1.py ├── Step2.py ├── ValidateSingleModel.py ├── common.py ├── dashboard.html ├── dashboard_readme.md ├── dashboard_utils.py ├── ds.config ├── ds_parse.py ├── index_data.py ├── list_vw_args.py ├── requirements.txt ├── summary.py └── vw_audit_pp.py ├── Experimentation ├── AzureBlobDownloader.cs ├── Experimentation.csproj ├── FileTransformBlock.cs ├── JsonTransform.cs ├── MetricResult.cs ├── Metrics.cs ├── OfflineTrainer.cs ├── Properties │ └── AssemblyInfo.cs ├── TupleList.cs ├── Util.cs ├── VowpalWabbitJsonToString.cs ├── VowpalWabbitStreamWriter.cs ├── app.config └── packages.config ├── ExperimentationConsole ├── App.config ├── ExperimentationConsole.csproj ├── Program.cs ├── Properties │ └── AssemblyInfo.cs └── packages.config ├── ExperimentationTest ├── ExperimentationTest.csproj ├── Properties │ └── AssemblyInfo.cs ├── TestContext.cs ├── WrapperTest.cs ├── app.config ├── packages.config └── vw.exe ├── HostedExamples ├── ClientLibraryExample │ ├── App.config │ ├── ApplicationInsights.config │ ├── ClientLibraryExample.csproj │ ├── ClientLibraryExample.sln │ ├── Context.cs │ ├── Program.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── ULongEncoder.cs │ └── packages.config └── RESTExample │ ├── App.config │ ├── Context.cs │ ├── Example1.cs │ ├── Example2.cs │ ├── Program.cs │ ├── Properties │ └── AssemblyInfo.cs │ ├── RESTExample.csproj │ ├── RESTExample.sln │ └── packages.config ├── JavascriptClient ├── README.md ├── decision-service.js ├── package.json └── test │ └── test.js ├── LicenseForSourceCode.txt ├── LogCookig ├── LogCookig.vcxproj ├── LogCookig.vcxproj.filters ├── main.cpp └── packages.config ├── MWTDecisionServiceEULA-DoesNotApplyToSourceCode.pdf ├── README.md ├── SECURITY.md ├── client ├── ClientDecisionService │ ├── App.config │ ├── ApplicationInsights.config │ ├── AzureBlobBackgroundDownloader.cs │ ├── ClientDecisionService.Static.csproj │ ├── ClientDecisionService.csproj │ ├── ClientDecisionService.nuspec │ ├── DecisionService.UntilModelReady.cs │ ├── DecisionService.cs │ ├── DecisionServiceClient.cs │ ├── DecisionServiceConfiguration.cs │ ├── DecisionServiceConstants.cs │ ├── DecisionServiceHttpModule.cs │ ├── DecisionServiceLocal.cs │ ├── DecisionServiceStaticClient.cs │ ├── IDecisionServiceClient.cs │ ├── ILogger.cs │ ├── InMemoryLogger.cs │ ├── JoinServerType.cs │ ├── JoinServiceLogger.cs │ ├── ModelNotFoundException.cs │ ├── PerformanceCounters.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── app.config.transform │ ├── packages.config │ └── web.config.transform ├── ClientDecisionServiceSample │ ├── App.config │ ├── ClientDecisionServiceSample.csproj │ ├── Program.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── Sample.cs │ ├── SampleActionDependentFeature.cs │ ├── SampleHosted.cs │ └── packages.config ├── ClientDecisionServiceTest │ ├── ActionDependentFeaturesTest.cs │ ├── Authorization.cs │ ├── AzureStorageEmulatorManager.cs │ ├── AzureStorageHelper.cs │ ├── ClientDecisionServiceTest.Static.csproj │ ├── ClientDecisionServiceTest.csproj │ ├── Common.cs │ ├── ConfigTests.cs │ ├── DecisionServiceUploadTests.cs │ ├── DevelopmentModeTest.cs │ ├── EpsilonGreedySlateTest.cs │ ├── InitialFullExploration.cs │ ├── LocalModeTest.cs │ ├── MockCommandCenter.cs │ ├── MockCommandTestBase.cs │ ├── MockHttpServer.cs │ ├── MockJoinServer.cs │ ├── ModelUpdateTests.cs │ ├── ModularTests.cs │ ├── MultiRequestReferenceResolverTests.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── RawStringConverter.cs │ ├── StartStopAzureEmulator.cs │ ├── UploaderTest.cs │ ├── VWTest.cs │ ├── WebAPITest.cs │ ├── app.config │ └── packages.config ├── ClientDecisionServiceVowpalWabbit │ ├── ClientDecisionServiceVowpalWabbit.Static.csproj │ ├── ClientDecisionServiceVowpalWabbit.csproj │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── VWBaseContextMapper.cs │ ├── VWExplorer.cs │ ├── VWJson.cs │ ├── VWJsonExplorer.cs │ ├── VWPolicy.cs │ ├── VWRanker.cs │ ├── VWState.cs │ ├── app.config │ └── packages.config ├── ClientDecisionServiceWebStandalone │ ├── App.config │ ├── ApplicationInsights.config │ ├── ClientDecisionServiceWebStandalone.csproj │ ├── Configuration.cs │ ├── DecisionServiceController.cs │ ├── Program.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── Startup.cs │ ├── config.json │ └── packages.config ├── CreateLocalNuget.bat ├── Doxyfile ├── JoinServerUploader │ ├── .gitignore │ ├── App.config │ ├── BaseEventUploader.cs │ ├── BatchingConfiguration.cs │ ├── CachingReferenceResolver.cs │ ├── Constants.cs │ ├── DecisionServiceTransientErrorDetectionStrategy.cs │ ├── EventHandlers.cs │ ├── EventUploader.cs │ ├── EventUploaderAsa.cs │ ├── Events.cs │ ├── Extensions.cs │ ├── IEventUploader.cs │ ├── IHttpClient.cs │ ├── IHttpResponse.cs │ ├── InteractionJsonConverter.cs │ ├── JoinServerUploader.csproj │ ├── JoinServerUploader.nuspec │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── RawStringConverter.cs │ ├── StrictTypedEqualityComparer.cs │ ├── UploaderHttpClient.cs │ ├── UploaderHttpResponse.cs │ └── packages.config ├── MultiWorldTestingServiceContract │ ├── ApplicationBlobConstants.cs │ ├── ApplicationMetadataUtil.cs │ ├── ApplicationSettingConstants.cs │ ├── ApplicationTransferMetadata.cs │ ├── MultiWorldTestingServiceContract.csproj │ ├── MultiWorldTestingServiceContract.nuspec │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── ServiceConstants.cs │ └── packages.config ├── appveyor.yml ├── docgen.bat ├── explore │ ├── BaseExplorer.cs │ ├── BootstrapExplorer.cs │ ├── Decision.cs │ ├── EpsilonGreedyExplorer.cs │ ├── EpsilonGreedySlateExplorer.cs │ ├── Explore.csproj │ ├── Feature.cs │ ├── GenericExplorer.cs │ ├── GenericTopSlotExplorer.cs │ ├── InitialExplorer.cs │ ├── Interface.cs │ ├── MultiActionHelper.cs │ ├── MurMurHash3.cs │ ├── MwtExplorer.cs │ ├── PRG.cs │ ├── PermutationExplorer.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── SimpleContext.cs │ ├── SoftmaxExplorer.cs │ ├── StringRecorder.cs │ ├── TauFirstExplorer.cs │ ├── TopSlotExplorer.cs │ ├── UniformRandomExploration.cs │ └── packages.config └── version.props ├── forkify.ps1 ├── hosted.js ├── .vscode │ ├── launch.json │ └── tasks.json ├── README.md ├── Webpack.config.js ├── karma.conf.js ├── package.json ├── src │ ├── DecisionService.Interfaces.ts │ ├── DecisionService.ts │ ├── DecisionServiceClient.ts │ └── DecisionServiceRequestUtil.ts ├── test │ ├── DecisionServiceClientTest.ts │ ├── browser │ │ ├── test.canonial.js │ │ └── test.canonical.html │ └── test.html └── tsconfig.json ├── images ├── MWT-WhitePaper.pdf ├── StartDeployment.jpg ├── deploy-output.jpg ├── deploy-track-rg.jpg ├── deploy-track.jpg ├── deploybutton.png ├── directory.png ├── msa.png └── org.png ├── mc ├── App_Data │ ├── OnlineTrainerConfiguration.cscfg │ └── SASTokenGenerator.json ├── App_Start │ ├── BundleConfig.cs │ └── RouteConfig.cs ├── ApplicationInsights.config ├── Attributes │ └── NoCacheAttribute.cs ├── Classes │ ├── ApplicationMetadataStore.cs │ ├── ApplicationSettings.cs │ ├── DecisionServiceClientFactory.cs │ ├── EvalD3.cs │ ├── EvalResult.cs │ └── TimeoutWebClient.cs ├── Content │ ├── Demo.css │ ├── Site.css │ ├── bootstrap.css │ ├── bootstrap.min.css │ ├── img │ │ └── jsoneditor-icons.svg │ └── jsoneditor.min.css ├── Controllers │ ├── APIController.cs │ ├── APIUtil.cs │ ├── AutomationController.cs │ ├── DecisionServiceClientFactory.cs │ ├── DeploymentController.cs │ └── HomeController.cs ├── DecisionClient.ps1 ├── DecisionServicePrivateWeb.SetParameters.xml ├── DecisionServicePrivateWeb.SourceManifest.xml ├── DecisionServicePrivateWeb.csproj ├── DecisionServicePrivateWeb.csproj.user ├── DecisionServicePrivateWeb.deploy-readme.txt ├── DecisionServicePrivateWeb.deploy.cmd ├── DownloadAppSettings.ps1 ├── Global.asax ├── Global.asax.cs ├── GlobalSuppressions.cs ├── HelpText.Designer.cs ├── HelpText.resx ├── Models │ ├── EvaluationViewModel.cs │ ├── IndexViewModel.cs │ ├── SettingsSaveModel.cs │ ├── SettingsViewModel.cs │ └── SimulationViewModel.cs ├── Properties │ ├── AssemblyInfo.cs │ └── PublishProfiles │ │ ├── arm.pubxml │ │ ├── arm.pubxml.user │ │ └── mc-mcdel5spqfpsfzclank - Web Deploy.pubxml ├── Scripts │ ├── api-guide.js │ ├── api-simulator.js │ ├── api-test-drive.js │ ├── bootstrap.js │ ├── bootstrap.min.js │ ├── d3.js │ ├── d3.min.js │ ├── eval.js │ ├── jquery-1.10.2.intellisense.js │ ├── jquery-1.10.2.js │ ├── jquery-1.10.2.min.js │ ├── jquery-1.10.2.min.map │ ├── jsoneditor.map │ ├── jsoneditor.min.js │ ├── modernizr-2.6.2.js │ ├── moment-with-locales.js │ ├── moment-with-locales.min.js │ ├── moment.js │ ├── moment.min.js │ ├── nv.d3.js │ └── site.js ├── Validations │ └── UnitIntervalAttribute.cs ├── Views │ ├── Home │ │ ├── APIGuide.cshtml │ │ ├── APITest.cshtml │ │ ├── APITestDrive.cshtml │ │ ├── Evaluation.cshtml │ │ ├── Index.cshtml │ │ └── Settings.cshtml │ ├── Shared │ │ ├── _Layout.cshtml │ │ ├── _LoginPartial.cshtml │ │ ├── _OpenSvg.cshtml │ │ ├── _ResetSvg.cshtml │ │ └── _TestDriveLayout.cshtml │ ├── _ViewStart.cshtml │ └── web.config ├── Web.Debug.config ├── Web.Release.config ├── Web.config ├── fonts │ ├── glyphicons-halflings-regular.eot │ ├── glyphicons-halflings-regular.svg │ ├── glyphicons-halflings-regular.ttf │ └── glyphicons-halflings-regular.woff ├── game.html ├── guide.html ├── index.html ├── packages.config └── playground.html ├── mwt-ds.sln └── provisioning ├── WebLoadTesting ├── DefaultLoadTest.loadtest ├── FloatFeaturesWebTest.cs ├── PolicyDecision.cs ├── ProbabilisticConditional.cs ├── Properties │ └── AssemblyInfo.cs ├── ResponseConditional.cs ├── TestDriveWebTest.cs ├── WebLoadTesting.csproj └── packages.config ├── azuredeploy.json ├── metadata.json ├── templates ├── AppInsightsTemplate.json ├── DeploymentFinished.json ├── EmptyTemplate.json ├── EventHubNamespaceTemplate.json ├── EventHubTemplate.json ├── OnlineTrainerEmptyTemplate.json ├── OnlineTrainerTemplate.json ├── PasswordGeneratorTemplate.json ├── SecureSettings.json ├── StorageTemplate.json ├── 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