nFacet Neural Network documentation

Main notebook: TestingNN.ipynb

Dependencies: scipy, numpy, pandas, matplotlib, pytorch

Custom dependencies: ndap, SimEventViewer, DataProcess

Data files used in the notebook should all be available on the vols, at /vols/solid/nfacet/new_analysis/NNData

Contents

Contents:

• Now load in an IPNDV dataset, to compare to Cf & the neural net predictions
  • Plotting Cf training inputs/target
  • Plotting the IPNDV dataset prediction vs the Cf target used (i.e. comparing network prediction of IPNDV dataset with a known Cf fluence)
  • Plotting 3D cube view of background subtracted IPNDV data
  • Comparing inputs and predictions for Cf and IPNDV data
  • Beyond here is testing of dose calculation, unfinished