https://github.com/root-project/analysis-grand-challenge

The Analysis Grand Challenge benchmarks with ROOT
https://github.com/root-project/analysis-grand-challenge

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The Analysis Grand Challenge benchmarks with ROOT

• Host: GitHub
• URL: https://github.com/root-project/analysis-grand-challenge
• Owner: root-project
• License: mit
• Created: 2023-05-19T11:57:19.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-12-06T10:28:52.000Z (over 1 year ago)
• Last Synced: 2025-05-03T15:37:58.572Z (about 1 year ago)
• Language: Python
• Size: 2.04 MB
• Stars: 6
• Watchers: 4
• Forks: 9
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Analysis Grand Challenge implementations in modern ROOT

The analysis code can be found under [`analyses`](https://github.com/root-project/analysis-grand-challenge/tree/main/analyses/).

## About the Analysis Grand Challenge

The IRIS-HEP Analysis Grand Challenge (AGC) is about performing the last steps in an analysis pipeline at scale to test workflows envisioned for the HL-LHC.

This includes:

- columnar data extraction from large datasets

- processing of that data (event filtering, construction of observables, evaluation of systematic uncertainties) into histograms

- statistical model construction and statistical inference

- visualizations for these steps

all done in a reproducible and preservable way that can scale to HL-LHC requirements.

The official AGC documentation can be found [at this link](https://agc.readthedocs.io/en/latest/index.html).