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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 35 14

  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 9 1

  3. 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

  4. 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 3

  5. acss-core acss-core Public

    Python 1

  6. acss-services acss-services Public

    Python

Repositories

Showing 7 of 7 repositories
  • cheetah Public

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

    desy-ml/cheetah’s past year of commit activity
    Python 35 GPL-3.0 14 46 (1 issue needs help) 7 Updated Dec 13, 2024
  • 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"

    desy-ml/cheetah-demos’s past year of commit activity
    Jupyter Notebook 3 GPL-3.0 0 2 0 Updated Nov 3, 2024
  • llm-accelerator-tuning-release Public

    Code for the paper "Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language"

    desy-ml/llm-accelerator-tuning-release’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Oct 13, 2024
  • rl-vs-bo Public

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

    desy-ml/rl-vs-bo’s past year of commit activity
    Jupyter Notebook 9 1 0 0 Updated Nov 15, 2023
  • acss-services Public
    desy-ml/acss-services’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 25, 2023
  • acss-core Public
    desy-ml/acss-core’s past year of commit activity
    Python 1 GPL-3.0 0 1 0 Updated Jan 24, 2023
  • 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

    desy-ml/mle-school-2022-use-case-desy-ii’s past year of commit activity
    Jupyter Notebook 3 1 0 0 Updated Sep 13, 2022

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