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Long Short-Term Memory (LSTM) Networks for Time Series Forecasting
Introduction Forecasting appears to be the most applied quantitative technique to time series. For example, one of the principal tasks of central banks nowadays is to accurately predict inflation rate. Necessary measures are thereafter taken to keep the latter within acceptable levels, allowing a smooth run of the economy. Most commonly, prediction of a given...