Our quest for robust time series forecasting at scale
The Unofficial Google Data Science Blog
APRIL 17, 2017
its growth profile) and automatic in the sense of not requiring human intervention before or after running the forecast. Facebook in a recent blog post unveiled Prophet , which is also a regression-based forecasting tool. Such a model risks conflating important aspects, notably the growth trend, with other less critical aspects.
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