Time Series Forecasting, Classification, Deep Learning, Recurrent Neural Network, Missing Data.
this short section 😉 Gated Recurrent Units (GRUs) are gating mechanisms introduced in 2014 by Cho et al. Unlike LSTMs that have 3 gates, in GRUs have 2 gates to operate the time series data. Its main structure can be seen in Figure 3, and for further understanding, Understanding GRU Networks is