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Kishan Manani

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Backtesting and error metrics for modern time series forecastingPyData London 20242024-06-14
Backtesting is a tradeoff: choose rolling vs expanding window, step size and refitting frequency to balance reliable error estimates against time and memory…
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Feature Engineering for Time Series ForecastingPyData London 20222022-06-17
Claims that machine learning (not classical ARIMA) wins on large cross-series problems: LightGBM wins M5 and yet gains are modest (top 50 beat exponential…
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