Advanced Techniques in LSTM Models
Discover advanced LSTM configurations and techniques for enhanced time series analysis in this lesson.
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LSTM models worked better than MLPs, which was expected because they can learn temporal patterns. The baseline restricted LSTM model beat the best MLP model in the previous chapter. The unrestricted LSTM proved to perform even better. Adding a recurrent dropout for regularization further improved and stabilized the model.
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