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Cyclical Encoding: An Alternative to One-Hot Encoding for Time Series Features
Cyclical encoding provides your model with the same information using significantly less features Haden P · Follow Published in Towards Data Science · 7 min read · 9 hours ago — When it comes to training a machine learning model for time series, more often than not you will be looking to use the following time features: Hour Day of week Month Week or day of year Etc.