GitHub - yangdeng-EML/NA_ADM_Inverse_Design

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
utils		utils
AEM_Inverse_Design_Tutorial.ipynb		AEM_Inverse_Design_Tutorial.ipynb
README.txt		README.txt
class_wrapper.py		class_wrapper.py
direct_inference.py		direct_inference.py
evaluate.py		evaluate.py
flag_reader.py		flag_reader.py
forward_eval.py		forward_eval.py
hypersweep.py		hypersweep.py
hypersweepconv.py		hypersweepconv.py
hypersweepreg.py		hypersweepreg.py
hyperswipe02.py		hyperswipe02.py
hyperswipe04.py		hyperswipe04.py
model_maker.py		model_maker.py
parameters.py		parameters.py
plot_best_NA.py		plot_best_NA.py
plotswipe.py		plotswipe.py
predict.py		predict.py
scratch.py		scratch.py
test.py		test.py
testsweep.py		testsweep.py
train.py		train.py

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This is a slightly modified version from Ben's NA model

1. Train the network forward model with train.py
2. Run the evalution.py to both evaluate the model and perform backprop on targeted spectrums