shunyaoshih / TPA-LSTM

Temporal Pattern Attention for Multivariate Time Series Forecasting
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About the normalization in the "TimeSeriesDataGenerator" class #18

Open beijiguang94 opened 1 year ago

beijiguang94 commented 1 year ago

In the "_preprocess" function of the "TimeSeriesDataGenerator" class, why are there two types of normalization methods (specifically, the minmax normalization method for the "electricity" dataset; the other normalization method for the other time series datasets)? Is the second normalization method reasonable? Because it involves the other variables' information when scaling a single variable.