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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
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