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LSTM-Hyperparameter-Optimization-Network-Traffic

Dependency

  • keras
  • pandas
  • numpy
  • scikit-learn
  • scipy

Run Instructions

  • To run the the code please run the following command from your project directory
$ python BO.py [link-number] [lstm-architecture]

To predict on link 3 using 1 layer LSTM:

$ python BO.py 3 L1

To predict on link 4 using 4 layer LSTM:

$ python BO.py 4 L4

Contacts

email: miqbal@email.sc.edu, bmohammed@lbl.gov