desy-ml

Popular repositories Loading

1. cheetah cheetah Public

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

   Python 72 30

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 14 3

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 7 2

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 2

5. 3d-assets 3d-assets Public

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

   2 3

6. acss-core acss-core Public

   Python 1 1