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  1. retro_branching retro_branching Public

    Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.

    Jupyter Notebook 34 14

  2. ddls ddls Public

    Distributed deep learning cluster simulation environment and RL-GNN resource management implementations.

    Jupyter Notebook 12 2

  3. trafpy trafpy Public

    Network traffic in Python.

    Jupyter Notebook 24 5

  4. trafpy_vectorised_packer trafpy_vectorised_packer Public

    Speed-up of the flow packing algorithm proposed in the original TrafPy paper.

    Jupyter Notebook 3

  5. soa_driving soa_driving Public

    AI implementations (PSO, ACO, and GA) for optimising the driving signal for SOA-based optical switches both in simulation and experiment.

    Python 2 1

  6. AMLS_II AMLS_II Public

    This code is for use within the UCL Electronic Engineering AMLS II module (ELEC0135).

    Jupyter Notebook 10 8