Transformerを用いた河川流量予測

抄録

In the field of NLP, there is a Transformer model that performs better than LSTM. We made the Transformer model used for time series prediction, which can obtain global information through attention mechanism. We use Shirakawa’s flood data to train and test the model, which can confirm that Transformer model has better predictive capabilities.