All functions |
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Convert dataset to array |
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Li-ion Battery Dataset (NASA) |
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Calculate the performance metrics of the prediction model |
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Hyperparameter tuning CNN |
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Define the hyperparameters of the long-short term memory LSTM |
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Calculate the range of a dataset |
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Min-max normalization |
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Define the hyperparameters of the convolutional neural network CNN |
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Define the hyperparameters of the long-short term memory neural network LSTM |
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Split a multivariate dataset sequence into samples |
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Split arrays or matrices in train and test subsets |
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Split a univariate dataset into samples |