The convolutional neural network (CNN) is used in this example for time series forecasting. More information about CNN can be found on my website.
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01_MackeyGlass_RandomSearch.py is the script to prepare the Mackey-Glass time series, perform simulations using random search, save the best architecture, compute the results and plot the graphics.
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01_MackeyGlass_SimulationBestModel.py is the script to load saved model and perform the simulations.