Welcome to Orbit’s Documentation!

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

Indices and tables

• Index

• Module Index

• Search Page