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Basic

  • About Orbit
  • Installation
  • Quick Start
  • Methods of Estimations and Predictions
  • Randomness Control and Reproducible Results
  • Using Pyro for Estimation

Exponential Smoothing Models

  • Damped Local Trend (DLT)
  • Local Global Trend (LGT)
  • Regression Priors in DLT
  • Regression Penalties in DLT
  • Handling Missing Response

Multiple Seasonality Models

  • Kernel-based Time-varying Regression - Part I
  • Kernel-based Time-varying Regression - Part II
  • Kernel-based Time-varying Regression - Part III
  • Kernel-based Time-varying Regression - Part IV

Validation

  • Prediction Decomposition
  • Model Diagnostics
  • Backtest
  • WBIC/BIC

Other Utilities

  • EDA Utilities
  • Simulation Data
  • Other Utilities

For Developers

  • Build Your Own Model
  • API Docs
  • Changelog
orbit
  • API Docs
  • Edit on GitHub

API DocsΒΆ

  • orbit package
    • Subpackages
      • orbit.constants package
        • Submodules
        • orbit.constants.constants module
        • orbit.constants.dlt module
        • orbit.constants.lgt module
        • orbit.constants.palette module
        • Module contents
      • orbit.diagnostics package
        • Submodules
        • orbit.diagnostics.plot module
        • Module contents
      • orbit.estimators package
        • Submodules
        • orbit.estimators.base_estimator module
        • orbit.estimators.pyro_estimator module
        • orbit.estimators.stan_estimator module
        • Module contents
      • orbit.models package
        • Submodules
        • orbit.models.ets module
        • orbit.models.lgt module
        • orbit.models.dlt module
        • orbit.models.ktrlite module
        • Module contents
      • orbit.pyro package
        • Submodules
        • orbit.pyro.lgt module
        • Module contents
      • orbit.utils package
        • Submodules
        • orbit.utils.general module
        • orbit.utils.pyro module
        • orbit.utils.stan module
        • Module contents
    • Submodules
    • orbit.exceptions module
    • orbit.orbit module
    • Module contents
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