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Getting Started

  • Installation
  • Quickstart
  • Tutorials
    • Factor Covariance Matrix Forecasts
    • Factor Returns Computation Validation
    • Exposure Upload Commit Modes
    • Portfolios
    • Portfolio Hierarchies
    • Risk Datasets
    • Data Uploaders
  • Recipes
    • Uploading New Exposures to Existing Dataset and Updating the Risk Dataset
    • Idiosyncratic volatility and correlation forecasting
    • Factor Attribution
    • Model Onboarding
    • Interaction Factors
    • Portfolio Aligned Universes
  • Frequently Asked Questions (FAQ)

More Resources

  • bayesline Public API
    • bayesline.api
      • bayesline.api.equity
        • bayesline.api.equity.BayeslineEquityApi
        • bayesline.api.equity.AsyncBayeslineEquityApi
        • bayesline.api.equity.AssetIdApi
        • bayesline.api.equity.AsyncAssetIdApi
        • bayesline.api.equity.DataTypeUploaderApi
        • bayesline.api.equity.AsyncDataTypeUploaderApi
        • bayesline.api.equity.MultiParserResult
        • bayesline.api.equity.UploadCommitResult
        • bayesline.api.equity.UploadError
        • bayesline.api.equity.UploaderApi
        • bayesline.api.equity.AsyncUploaderApi
        • bayesline.api.equity.UploadParserApi
        • bayesline.api.equity.AsyncUploadParserApi
        • bayesline.api.equity.UploadParserResult
        • bayesline.api.equity.UploadersApi
        • bayesline.api.equity.AsyncUploadersApi
        • bayesline.api.equity.UploadStagingResult
        • bayesline.api.equity.CalendarApi
        • bayesline.api.equity.AsyncCalendarApi
        • bayesline.api.equity.CalendarLoaderApi
        • bayesline.api.equity.AsyncCalendarLoaderApi
        • bayesline.api.equity.CalendarSettings
        • bayesline.api.equity.CalendarSettingsMenu
        • bayesline.api.equity.ExposureApi
        • bayesline.api.equity.AsyncExposureApi
        • bayesline.api.equity.ExposureLoaderApi
        • bayesline.api.equity.AsyncExposureLoaderApi
        • bayesline.api.equity.ExposureSettings
        • bayesline.api.equity.ExposureSettingsMenu
        • bayesline.api.equity.HierarchyGroups
        • bayesline.api.equity.HierarchyLevel
        • bayesline.api.equity.ContinuousExposureGroupSettings
        • bayesline.api.equity.CategoricalExposureGroupSettings
        • bayesline.api.equity.FactorModelConstructionApi
        • bayesline.api.equity.AsyncFactorModelConstructionApi
        • bayesline.api.equity.FactorModelConstructionLoaderApi
        • bayesline.api.equity.AsyncFactorModelConstructionLoaderApi
        • bayesline.api.equity.ModelConstructionSettings
        • bayesline.api.equity.ModelConstructionSettingsMenu
        • bayesline.api.equity.PortfolioApi
        • bayesline.api.equity.AsyncPortfolioApi
        • bayesline.api.equity.PortfolioLoaderApi
        • bayesline.api.equity.AsyncPortfolioLoaderApi
        • bayesline.api.equity.PortfolioOrganizerSettings
        • bayesline.api.equity.PortfolioOrganizerSettingsMenu
        • bayesline.api.equity.PortfolioSettings
        • bayesline.api.equity.PortfolioSettingsMenu
        • bayesline.api.equity.PortfolioHierarchyApi
        • bayesline.api.equity.AsyncPortfolioHierarchyApi
        • bayesline.api.equity.PortfolioHierarchyLoaderApi
        • bayesline.api.equity.AsyncPortfolioHierarchyLoaderApi
        • bayesline.api.equity.PortfolioHierarchySettings
        • bayesline.api.equity.PortfolioHierarchySettingsMenu
        • bayesline.api.equity.ReportAccessorApi
        • bayesline.api.equity.AsyncReportAccessorApi
        • bayesline.api.equity.ReportApi
        • bayesline.api.equity.AsyncReportApi
        • bayesline.api.equity.ReportLoaderApi
        • bayesline.api.equity.AsyncReportLoaderApi
        • bayesline.api.equity.ReportPersister
        • bayesline.api.equity.AsyncReportPersister
        • bayesline.api.equity.AssetForecastLossReportSettings
        • bayesline.api.equity.AssetHoldingsMeasureSettings
        • bayesline.api.equity.AssetHoldingsReportSettings
        • bayesline.api.equity.AssetHoldingsReportSettingsMenu
        • bayesline.api.equity.AssetStressTestMeasureSettings
        • bayesline.api.equity.AssetStressTestReportSettings
        • bayesline.api.equity.AssetStressTestReportSettingsMenu
        • bayesline.api.equity.AVaRMeasureSettings
        • bayesline.api.equity.BrinsonAttributionMeasureSettings
        • bayesline.api.equity.BrinsonAttributionReportSettings
        • bayesline.api.equity.BrinsonAttributionReportSettingsMenu
        • bayesline.api.equity.ConcreteReportSettings
        • bayesline.api.equity.ConcreteReportSettingsMenu
        • bayesline.api.equity.CumsumMeasureSettings
        • bayesline.api.equity.DrawdownMeasureSettings
        • bayesline.api.equity.ExposureMeasureSettings
        • bayesline.api.equity.ExposureReportSettings
        • bayesline.api.equity.ExposureReportSettingsMenu
        • bayesline.api.equity.FactorAttributionMeasureSettings
        • bayesline.api.equity.FactorAttributionReportSettings
        • bayesline.api.equity.FactorAttributionReportSettingsMenu
        • bayesline.api.equity.FactorCovarianceMeasureSettings
        • bayesline.api.equity.FactorCovarianceReportSettings
        • bayesline.api.equity.FactorCovarianceReportSettingsMenu
        • bayesline.api.equity.FactorForecastLossReportSettings
        • bayesline.api.equity.FactorIdioMeasureSettings
        • bayesline.api.equity.FactorIdioReportSettings
        • bayesline.api.equity.FactorIdioReportSettingsMenu
        • bayesline.api.equity.FactorMovingAverageMeasureSettings
        • bayesline.api.equity.FactorTSReportSettings
        • bayesline.api.equity.FactorVolForecastMeasureSettings
        • bayesline.api.equity.ForecastBacktestMeasureSettings
        • bayesline.api.equity.ForecastBacktestReportSettings
        • bayesline.api.equity.ForecastBacktestReportSettingsMenu
        • bayesline.api.equity.HoldingsMeasureSettings
        • bayesline.api.equity.HoldingsReportSettings
        • bayesline.api.equity.HoldingsReportSettingsMenu
        • bayesline.api.equity.HVaRMeasureSettings
        • bayesline.api.equity.IdiosyncraticReturnMeasureSettings
        • bayesline.api.equity.IdiosyncraticReturnReportSettings
        • bayesline.api.equity.IdiosyncraticReturnReportSettingsMenu
        • bayesline.api.equity.IdiosyncraticVolatilityMeasureSettings
        • bayesline.api.equity.IdiosyncraticVolatilityReportSettings
        • bayesline.api.equity.IdiosyncraticVolatilityReportSettingsMenu
        • bayesline.api.equity.MeasureSettings
        • bayesline.api.equity.MovingAverageMeasureSettings
        • bayesline.api.equity.MovingAverageRSquaredMeasureSettings
        • bayesline.api.equity.PassThroughFactor2DMeasureSettings
        • bayesline.api.equity.PortfolioStressTestMeasureSettings
        • bayesline.api.equity.PortfolioStressTestReportSettings
        • bayesline.api.equity.PortfolioStressTestReportSettingsMenu
        • bayesline.api.equity.ReportAccessorSettings
        • bayesline.api.equity.ReportSettings
        • bayesline.api.equity.ReportSettingsMenu
        • bayesline.api.equity.RiskModelFitFactorReportSettings
        • bayesline.api.equity.RiskModelFitFactorReportSettingsMenu
        • bayesline.api.equity.RiskModelFitReportSettings
        • bayesline.api.equity.RiskModelPortfolioFitReportSettings
        • bayesline.api.equity.StyleCorrelationReportSettings
        • bayesline.api.equity.StyleCorrelationReportSettingsMenu
        • bayesline.api.equity.StyleIndustryExposureReportSettings
        • bayesline.api.equity.StyleIndustryExposureReportSettingsMenu
        • bayesline.api.equity.TimeSeriesBetaMeasureSettings
        • bayesline.api.equity.TimeSeriesVolatilityMeasureSettings
        • bayesline.api.equity.TimeSeriesXSigmaRhoMeasureSettings
        • bayesline.api.equity.TSBetaReportSettings
        • bayesline.api.equity.TSXSRReportSettings
        • bayesline.api.equity.TSXSRReportSettingsMenu
        • bayesline.api.equity.VaRReportSettings
        • bayesline.api.equity.VaRReportSettingsMenu
        • bayesline.api.equity.VolForecastMeasureSettings
        • bayesline.api.equity.XSigmaRhoMeasureSettings
        • bayesline.api.equity.XSRReportSettings
        • bayesline.api.equity.XSRReportSettingsMenu
        • bayesline.api.equity.FactorModelApi
        • bayesline.api.equity.AsyncFactorModelApi
        • bayesline.api.equity.FactorModelEngineApi
        • bayesline.api.equity.AsyncFactorModelEngineApi
        • bayesline.api.equity.FactorModelLoaderApi
        • bayesline.api.equity.AsyncFactorModelLoaderApi
        • bayesline.api.equity.FactorRiskModelSettings
        • bayesline.api.equity.FactorRiskModelSettingsMenu
        • bayesline.api.equity.RiskDatasetApi
        • bayesline.api.equity.AsyncRiskDatasetApi
        • bayesline.api.equity.RiskDatasetHuberRegressionExposureSettings
        • bayesline.api.equity.RiskDatasetLoaderApi
        • bayesline.api.equity.AsyncRiskDatasetLoaderApi
        • bayesline.api.equity.RiskDatasetProperties
        • bayesline.api.equity.RiskDatasetReferencedExposureSettings
        • bayesline.api.equity.RiskDatasetSettings
        • bayesline.api.equity.RiskDatasetSettingsMenu
        • bayesline.api.equity.RiskDatasetUnitExposureSettings
        • bayesline.api.equity.RiskDatasetUpdateResult
        • bayesline.api.equity.RiskDatasetUploadedExposureSettings
        • bayesline.api.equity.Hierarchy
        • bayesline.api.equity.CategoricalFilterSettings
        • bayesline.api.equity.MCapFilterSettings
        • bayesline.api.equity.UniverseApi
        • bayesline.api.equity.AsyncUniverseApi
        • bayesline.api.equity.UniverseLoaderApi
        • bayesline.api.equity.AsyncUniverseLoaderApi
        • bayesline.api.equity.UniverseSettings
        • bayesline.api.equity.UniverseSettingsMenu
        • bayesline.api.equity.DatasetError
        • bayesline.api.equity.IllegalPathError
        • bayesline.api.equity.settings_tools
      • bayesline.api.BayeslineApi
      • bayesline.api.AsyncBayeslineApi
      • bayesline.api.EmptySettingsMenu
      • bayesline.api.IncidentSummary
      • bayesline.api.IncidentSummaryItem
      • bayesline.api.IncidentsServiceApi
      • bayesline.api.AsyncIncidentsServiceApi
      • bayesline.api.InvalidSettingsError
      • bayesline.api.RawSettings
      • bayesline.api.ReadOnlyRegistry
      • bayesline.api.Registry
      • bayesline.api.AsyncRegistry
      • bayesline.api.AsyncReadOnlyRegistry
      • bayesline.api.Settings
      • bayesline.api.SettingsMenu
      • bayesline.api.SettingsMetaData
      • bayesline.api.SettingsRegistry
      • bayesline.api.AsyncSettingsRegistry
      • bayesline.api.AsyncSettingsResolver
      • bayesline.api.SettingsTypeMetaData
      • bayesline.api.Task
      • bayesline.api.AsyncTask
      • bayesline.api.TaskError
      • bayesline.api.TaskProgress
      • bayesline.api.TaskResponse
      • bayesline.api.TaskState
      • bayesline.api.TasksApi
      • bayesline.api.AsyncTasksApi
      • bayesline.api.PermissionsApi
      • bayesline.api.AsyncPermissionsApi
    • bayesline.apiclient
      • bayesline.apiclient.ApiClient
      • bayesline.apiclient.AsyncApiClient
      • bayesline.apiclient.BayeslineApiClient
      • bayesline.apiclient.AsyncBayeslineApiClient
      • bayesline.apiclient.DataFrameTaskClient
      • bayesline.apiclient.AsyncDataFrameTaskClient
      • bayesline.apiclient.LazyFrameTaskClient
      • bayesline.apiclient.AsyncLazyFrameTaskClient
      • bayesline.apiclient.PydanticTaskClient
      • bayesline.apiclient.AsyncPydanticTaskClient
      • bayesline.apiclient.TaskClient
      • bayesline.apiclient.AsyncTaskClient
      • bayesline.apiclient.TasksClient
      • bayesline.apiclient.AsyncTasksClient
      • bayesline.apiclient.IncidentsServiceClientImpl
      • bayesline.apiclient.AsyncIncidentsServiceClientImpl
  • Change Log
  • Glossary
  • .rst

bayesline documentation

bayesline documentation#

Public API for Bayesline products.

Getting Started

  • Installation
  • Quickstart
  • Tutorials
    • Factor Covariance Matrix Forecasts
    • Factor Returns Computation Validation
    • Exposure Upload Commit Modes
    • Adding New Factors
    • Portfolios
    • Portfolio Hierarchies
    • Risk Datasets
    • Data Uploaders
  • Recipes
    • Uploading New Exposures to Existing Dataset and Updating the Risk Dataset
    • Idiosyncratic volatility and correlation forecasting
    • Factor Attribution
    • Model Onboarding
    • Interaction Factors
    • Portfolio Aligned Universes
  • Frequently Asked Questions (FAQ)

More Resources

  • bayesline Public API
    • Subpackages
      • bayesline.api
      • bayesline.apiclient
  • Change Log
  • Glossary

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Installation

By Bayesline authors

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