Wisdom of the Forecaster Crowd

Ensemble Forecasts of Time Series with Darts in Python

h3ik0
Towards Data Science
7 min readOct 13, 2021

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Chuotanhls / Chu Viet Don, Black Group Crowd — Free photo on Pixabay

In yesterday’s article, we discussed the Darts multi-method package and how to run a forecast tournament on a given time series. We reviewed which of the five chosen models — exponential smoothing, Theta, SARIMA, naïve forecast, and facebook Prophet — would generate a better fit to the source data, the classic airline…

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