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