Scikit-HEP Analysis
Purpose
Provides expert guidance on the Scikit-HEP ecosystem for particle physics data analysis with modern Python tools.
Capabilities
- Awkward array manipulation
- uproot ROOT file I/O
- Histogram operations (hist, boost-histogram)
- Particle data access
- Vector operations
- pyhf statistical modeling
Usage Guidelines
- Data I/O: Read ROOT files with uproot
- Arrays: Manipulate jagged data with Awkward
- Histogramming: Create and manipulate histograms with hist
- Statistics: Use pyhf for statistical modeling
- Analysis: Build complete analysis workflows
Tools/Libraries
- scikit-hep
- awkward
- uproot
- hist
- pyhf