Deep Learning for Time Series Forecasting: Predict the Future with MLPs, CNNs and LSTMs in Python by Jason Brownlee

Deep Learning for Time Series Forecasting: Predict the Future with MLPs, CNNs and LSTMs in Python

Jason Brownlee

575 pages missing pub info (editions)

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Deep learning methods offer a lot of promise for time series forecasting, such as the automatic learning of temporal dependence and the automatic handling of temporal structures like trends and seasonality. With clear explanations, standard Python...

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