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@HamidrezaEiv
HamidrezaEiv committed May 12, 2021
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Expand Up @@ -36,7 +36,7 @@ This folder contains the data files needed for training and testing of the model

*compare_long_term_statistics.py*: compares the performance of KNF, HDMD, and LSTM models in the reproduction of the long-term statistics by producing Figure 5 of the paper.

*Moehlis_perturb_generator.py*: allows to generate time series that have a perturbation at time *t=500*.\\
*Moehlis_perturb_generator.py*: allows to generate time series that have a perturbation at time *t=500*.

*Lyapunov_exponents.py*: computes the Lyapunov exponents of these time series and compares it with the LSTM predictions.

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