GitHub - p-owens/MAI: Masters' Project

MAI Thesis Project: Prediction of an Optical Amplifier Output Channel Power Excursion Using Machine Learning

Name		Name	Last commit message	Last commit date
Latest commit History 215 Commits
.vscode		.vscode
const_ch		const_ch
data gen		data gen
model_files		model_files
results		results
.DS_Store		.DS_Store
.gitignore		.gitignore
MAI.ipynb		MAI.ipynb
README.md		README.md
SHAP.csv		SHAP.csv
all_mean_shap.csv		all_mean_shap.csv
local_processing.ipynb		local_processing.ipynb
network_pruning.ipynb		network_pruning.ipynb
new_model_base.ipynb		new_model_base.ipynb
new_model_l1_adapt.ipynb		new_model_l1_adapt.ipynb
new_model_stripped.ipynb		new_model_stripped.ipynb
origional_model44_eval.ipynb		origional_model44_eval.ipynb
origional_model_44_op.ipynb		origional_model_44_op.ipynb
shap_gen.ipynb		shap_gen.ipynb
shap_runs.csv		shap_runs.csv
single_ch_model.ipynb		single_ch_model.ipynb
tf_lite_eval.ipynb		tf_lite_eval.ipynb
x_val.csv		x_val.csv
y_val.csv		y_val.csv

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