A work in progress neural network suite for classifying Higgs sector events in particle collision data. This is very much a work in progress (I'm 2 months into to a year long project).
Files:
nn.py
contains the logic to handle run and train a neural network.analysenn.py
handles preprocessing of data, and can train and compare many networks by importingnn.py
.results.pdf
contains some ROC curves and histograms showing that the code actually works!