Prophet is an addictive regression model with the following components: y(t) = g(t) + s(t) + h(t) + ϵₜ
  • g(t) - trend
  • s(t) - seasonality
  • h(t) - holidays or other business impactive events
  • ϵₜ - irreducible error term
This model is specialized in the time series analysis and forecasting


This model usage is pretty straightforward, you don't need to specify any parameters. On-demand you can turn off some of the components:
notion image
After that you are ready to train the model!