legend-exp / legend-exp/LegendMachineLearning.jl
Add ML based QC cut generation
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@jonasschlegel is already working on this.
Since Oct 9, 2025.
documentation
enhancement
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- Dominant language
- Julia
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Description
Add machine learning based QC cuts based on Estebans approach including:
- Affinity Propagation with hyperparameter optimization for clustering
- Interactive
Plutonotebook for manual relabeling of categories -
SVMevaluation including result plots - Serialization of trained ML network to standard
JuLeAnaML dataformat - Documentation
This includes updating LegendDSP and taking out functionality to make compatible with this package (e.g. via an extension) + adding new recipes to LegendMakie for result plots.
CC @Yuan-Ru-Lin
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