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desy-ml

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  1. cheetah cheetah Public

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

    Python 57 23

  2. rl-vs-bo rl-vs-bo Public

    Code for the paper "Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning"

    Jupyter Notebook 12 1

  3. cheetah-demos cheetah-demos Public

    Demos of Cheetah being used for various applications presented in "Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations"

    Jupyter Notebook 6 1

  4. mle-school-2022-use-case-desy-ii mle-school-2022-use-case-desy-ii Public

    Repository for the hands-on part of the Use Case DESY II session at MLE School 2022

    Jupyter Notebook 3 1

  5. 3d-assets 3d-assets Public

    Collection of 3D assets for creating beautiful comic-like 3D renders for particle accelerator lattices.

    2

  6. acss-core acss-core Public

    Python 1

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