This is a Binder-compatible repo with python environment specific in requirements.txt.
Access the interactive Jupyter Notebook through Binder at the following URL
https://mybinder.org/v2/gh/FAIR4HEP/FAIR4HEP-Toolkit/main
This repo includes example notebooks on how to use this CMS H(bb) Open Dataset.
HiggsToBB_H5_part1_data_visualization.ipynb : provides basic information about the dataset, illustrates visualization of features and feature correlations.
HiggsToBB_H5_part2_machine_learning_examples.ipynb: presents two Machine Learning problems built on this dataset. The first one is a classifier to separate out the Higgs boson (Hbb) from background processes (QCD). The second one is a regression task to reconstruct the true energy of the Higgs Boson.