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  1. desy-ml/cheetah desy-ml/cheetah Public

    Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.

    Python 35 14

  2. RL4AA/rl4aa24-tutorial RL4AA/rl4aa24-tutorial Public

    Hands-on tutorial about Meta RL and GP-MPC at the RL4AA'24 workshop.

    Jupyter Notebook 13 1

  3. machine-learning-tutorial/bayesian-optimization machine-learning-tutorial/bayesian-optimization Public

    An introduction to Bayesian optimization with an example of accelerator tuning task.

    Jupyter Notebook

  4. machine-learning-tutorial/neural-networks machine-learning-tutorial/neural-networks Public

    Basic neural network tutorial notebooks

    Jupyter Notebook 2