ttbar classification with SNN on Loihi neuromorphic chip

Installation

git clone https://github.com/yeonsu108/ttbar-classification.git

cd ttbar-classification
conda env create -f env.yaml

conda activate 23snn

Usage

1. ama_ttbar.C

# input file should be delphes root file
root -l -b -q 'ana_ttbar.C("/filepath/infile.root", "./filepath/outfile.root", njet, nbjet)' 

2. uproot_hist.py

python uproot_hist.py /indir_path/

3. train.py

python train.py /indir_path/

4. jupyter notebook : ipynb files should be opened on jupyter notebook

jupyter notebook