Greykite Library

Overview

  • The Greykite Forecast model
  • The Greykite Anomaly Detection model

Quick Start

  • Quickstart
  • Tutorials
  • Model Templates
    • Template Overview
    • The Multistage Forecast Model
    • Enhanced week over week models
    • Forecast One By One

Step by Step

  • Forecasting Process
  • Choose a Model
  • Choose a Model Template
  • Examine Input Data
  • Configure a Forecast
  • Check Forecast Result
  • Debugging

Tuning the Model Components

  • Greykite models and components
  • Growth
  • Seasonality
  • Holidays and Events
  • Changepoints
  • Custom Parameters
  • Regressors
  • Auto-regression
  • Uncertainty Intervals
  • Pre-processing, Selective Grid Search

Benchmarking

  • Benchmarking

Miscellaneous

  • Reconcile Forecasts
  • Model store and load

Changelog

  • 1.0.0 (2024-01-07)
  • 0.5.1 (2023-06-01)
  • 0.5.0 (2023-04-03)
  • 0.4.0 (2022-07-15)
  • 0.3.0 (2021-12-14)
  • 0.2.0 (2021-06-30)
  • 0.1.1 (2021-05-12)

API Reference

  • Docs
Greykite Library
  • Model Templates

Model Templates

Here are some introductions to model templates and their options.

Template Overview

Template Overview

The Multistage Forecast Model

The Multistage Forecast Model

Enhanced week over week models

Enhanced week over week models

Forecast One By One

Forecast One By One

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