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Analysis Grand Challenge implementations in modern ROOT

The analysis code can be found under 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.

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The Analysis Grand Challenge benchmarks with ROOT

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  • Python 79.9%
  • C++ 20.1%