/rdf-analysis-grand-challenge

The Analysis Grand Challenge benchmarks with ROOT

Primary LanguagePythonMIT LicenseMIT

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.