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Facebook Prophet / Aug 06 2019
by David Schmudde

Facebook Prophet Documentation

Quick Start

  • Python API

  • R API

Saturating Forecasts

  • Forecasting Growth

  • Saturating Minimum

Trend Changepoints

  • Automatic changepoint detection in Prophet

  • Adjusting trend flexibility

  • Specifying the locations of the changepoints

Seasonality, Holiday Effects, And Regressors

  • Modeling Holidays and Special Events

  • Built-in Country Holidays

  • Fourier Order for Seasonalities

  • Specifying Custom Seasonalities

  • Seasonalities that depend on other factors

  • Prior scale for holidays and seasonality

  • Additional regressors

Multiplicative Seasonality

Uncertainty Intervals

  • Uncertainty in the trend

  • Uncertainty in seasonality

Outliers

Non-Daily Data

  • Sub-daily data

  • Data with regular gaps

  • Monthly data

Diagnostics