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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
  • Python Module Index

Python Module Index

o
 
o
- orbit
    orbit.constants
    orbit.constants.constants
    orbit.constants.palette
    orbit.diagnostics
    orbit.diagnostics.plot
    orbit.estimators
    orbit.estimators.base_estimator
    orbit.estimators.pyro_estimator
    orbit.estimators.stan_estimator
    orbit.exceptions
    orbit.models
    orbit.models.dlt
    orbit.models.ets
    orbit.models.ktrlite
    orbit.models.lgt
    orbit.orbit
    orbit.pyro
    orbit.pyro.lgt
    orbit.utils
    orbit.utils.general
    orbit.utils.pyro
    orbit.utils.stan

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