Code

ML inference#235

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nfaltermann wants to merge 41 commits intomainKIT-CMS/CROWN:mainfrom sofie_devKIT-CMS/CROWN:sofie_devCopy head branch name to clipboard

+1,209-6,890

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Commits on Nov 10, 2023

• moving to newer ROOT version for EL8

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  c06eb4f

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• adding libPyMVA for ML inference

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• first working version

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Commits on Nov 11, 2023

• refactoring for other ML model parser

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• PyTorch model parser

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• cosmetics

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• build requirements

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• ONNX parser ... but corresponding libs conflict with other parsers (?)

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Commits on Nov 15, 2023

• fixing syst shifts

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Commits on Nov 16, 2023

• condense multiple outputs

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• supporting multiple different instances at once

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Commits on Nov 27, 2023

• add HLTMu20 PU profile histos

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Commits on Jan 16, 2024

• switch to builtin progress tracking

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• update lcg stack for ROOT 6.30

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• add automatic installation of payload folder, if existent, rebuild crownlib when developing

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• fix payloads path

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• merge lcg_105

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• Merge remote-tracking branch 'origin/lcg_105' into sofie_dev

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Commits on Feb 2, 2024

• addition of QCD validation region (topreco)

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• Merge pull request #247 from demuller/sofie_dev

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• Merge branch 'sofie_dev' of github.com:KIT-CMS/CROWN into sofie_dev

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• clang

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Commits on Feb 3, 2024

• sync with main

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Commits on Feb 9, 2024

• fix of btag SF application for QCD validation region

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• Merge pull request #249 from demuller/sofie_dev

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Commits on Feb 13, 2024

• function to select quantities on exact match

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• Merge branch 'intfilter' into sofie_dev

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Commits on Feb 29, 2024

• electron selection based on bitmaps; add function for selecting electrons passing min rel iso

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Commits on Mar 4, 2024

• remove duplicated SelectInt RNode definition

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Commits on Mar 14, 2024

• fix prescale + clang

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• Merge pull request #253 from demuller/bitmap

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• Merge branch 'prescale_fix' into sofie_dev

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Commits on Jun 7, 2024

• updated top pT reweighting

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• fixing some weird merging stuff (?)

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• Revert "updated top pT reweighting"

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• update top pT reweighting

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Commits on Jul 18, 2024

• delete PU HLTMu20 info (now stored in payloads of CROWNs)

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Commits on Jul 19, 2024

• Merge pull request #274 from demuller/sofie_dev

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Commits on Oct 5, 2024

• added 2018 btag eff map for tight WP

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• Merge branch 'KIT-CMS:sofie_dev' into sofie_dev

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• Merge pull request #283 from demuller/sofie_dev

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