Dataset Open Access

A dataset for exploring regression and classification of particle accelerator control and resulting beam positions

Steinbach, Peter


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    "title": "A dataset for exploring regression and classification of particle accelerator control and resulting beam positions", 
    "description": "<p>This dataset simple_ARES.csv was generated with the open-source <a href=\"https://cheetah-accelerator.readthedocs.io/en/latest/index.html\">cheetah simulator</a> for didactical purposes.\u00a0</p>\r\n\r\n<p>To reproduce the dataset, do the following in a python 3.12 environment:</p>\r\n\r\n<p>1. source .venv/bin/activate</p>\r\n\r\n<p>2. uv sync</p>\r\n\r\n<p>3. python ./generate_simple.py # or execute all cells in ./generate_simple.ipynb</p>", 
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