desy-ml

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1. cheetah cheetahPublic

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

   Python 69 29

2. rl-vs-bo rl-vs-boPublic

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

   Jupyter Notebook 14 2

3. cheetah-demos cheetah-demosPublic

   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 7 1

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

   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-assetsPublic

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

   2 2

6. acss-core acss-corePublic

   Python 1