Modules for the jet classification work.
- Create a virtual environment in the development machine ml-dev.ncc.unesp.br
conda create -p .env/mlwork -c intel python=3.6
source activate .env/mlwork
- Install requirements
conda install numpy scipy matplotlib seaborn pandas scikit-learn
- Clone github repository
git clone https://github.com/jruizvar/jet-classify.git
- Plot average jet image for signal and background
python modules/plot_image.py data 250-300
- Plot n-subjettiness
python modules/plot_tau21.py data 250-300
- Principal components analysis
python modules/pca_analysis.py data 250-300
- ROC curve
python modules/plot_roc_curve.py data 250-300