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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 12 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