Time-series forecasting with 1D Conv model, RNN (LSTM) model and Transformer model. Comparison of long-term and short-term forecasts using synthetic timeseries. Sequence-to-sequence formulation.
What is the rsyamil/timeseries-rnn GitHub project? Description: "Time-series forecasting with 1D Conv model, RNN (LSTM) model and Transformer model. Comparison of long-term and short-term forecasts using synthetic timeseries. Sequence-to-sequence formulation.". Written in Jupyter Notebook. Explain what it does, its main use cases, key features, and who would benefit from using it.
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