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1. desy-ml/cheetahdesy-ml/cheetahPublic

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

   Python 69 30

2. RL4AA/rl4aa24-tutorialRL4AA/rl4aa24-tutorialPublic

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

   Jupyter Notebook 15 1

3. machine-learning-tutorial/bayesian-optimizationmachine-learning-tutorial/bayesian-optimizationPublic

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

   Jupyter Notebook 3

4. machine-learning-tutorial/neural-networksmachine-learning-tutorial/neural-networksPublic

   Basic neural network tutorial notebooks

   Jupyter Notebook 2