iris-hep/NSBI-workflow-tutorial

A simple tutorial demonstrating the end-to-end NSBI workflow, similar to the one used in the off-shell Higgs boson analysis published by ATLAS. The workflow uses open data.

Jupyter NotebookMIT

Issues

Get rid of the Jupyter warnings
#33 opened 2 days ago
0
Introduce diagnostic plots for the parameterized density ratios
#32 opened 2 days ago
0
Provide a fix for scores going to 0/1
#30 opened 5 days ago
0
Redundant check in `sys_modifiers`
#27 opened 8 days ago
0
Allow the users to pass a specific list of parameters for fitting
#21 opened 3 days ago
0
Develop a Snakemake-based workflow that is reproducible and scalable to an HPC
#17 opened 12 days ago
0
Improve probability calibration
#15 opened 3 days ago
1
Binned NSBI model - parameterized histogram templates
#14 opened 12 days ago
0
Replace TensroFlow with PyTorch
#13 opened 12 days ago
1
Convert Jupyter notebooks to Python scripts ready for HPC/HTC submission
#12 opened 12 days ago
0
Optimize data processing pipeline
#11 opened 12 days ago
0
Introduce k-fold cross-validation in the training class
#10 opened 12 days ago
0
Make the JAX model more vectorized, avoid using dictionaries / pytrees for faster JIT-based computations
#9 opened 12 days ago
0
Update the CMS open data example to work with the new configuration-based workflow.
#8 opened 12 days ago
0