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Non-stationarity refers to the evolving nature of the information distribution after some time. Extra precisely, it can be characterised to be a violation with the Rigid-Sense Stationarity affliction, defined by the subsequent equation:A solitary linear layer is adequately robust to product and forecast time sequence knowledge presented it has been